diff --git "a/Body Language Decoder Tutorial.ipynb" "b/Body Language Decoder Tutorial.ipynb" new file mode 100644--- /dev/null +++ "b/Body Language Decoder Tutorial.ipynb" @@ -0,0 +1,9675 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 0. Install and Import Dependencies" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: mediapipe in .\\.venv\\lib\\site-packages (0.10.21)\n", + "Requirement already satisfied: opencv-python in .\\.venv\\lib\\site-packages (4.11.0.86)\n", + "Requirement already satisfied: pandas in .\\.venv\\lib\\site-packages (2.3.2)\n", + "Requirement already satisfied: scikit-learn in .\\.venv\\lib\\site-packages (1.7.1)\n", + "Requirement already satisfied: absl-py in .\\.venv\\lib\\site-packages (from mediapipe) (2.3.1)\n", + "Requirement already satisfied: attrs>=19.1.0 in .\\.venv\\lib\\site-packages (from mediapipe) (25.3.0)\n", + "Requirement already satisfied: flatbuffers>=2.0 in .\\.venv\\lib\\site-packages (from mediapipe) (25.2.10)\n", + "Requirement already satisfied: jax in .\\.venv\\lib\\site-packages (from mediapipe) (0.7.1)\n", + "Requirement already satisfied: jaxlib in .\\.venv\\lib\\site-packages (from mediapipe) (0.7.1)\n", + "Requirement already satisfied: matplotlib in .\\.venv\\lib\\site-packages (from mediapipe) (3.10.6)\n", + "Requirement already satisfied: numpy<2 in .\\.venv\\lib\\site-packages (from mediapipe) (1.26.4)\n", + "Requirement already satisfied: opencv-contrib-python in .\\.venv\\lib\\site-packages (from mediapipe) (4.11.0.86)\n", + "Requirement already satisfied: protobuf<5,>=4.25.3 in .\\.venv\\lib\\site-packages (from mediapipe) (4.25.8)\n", + "Requirement already satisfied: sounddevice>=0.4.4 in .\\.venv\\lib\\site-packages (from mediapipe) (0.5.2)\n", + "Requirement already satisfied: sentencepiece in .\\.venv\\lib\\site-packages (from mediapipe) (0.2.1)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in .\\.venv\\lib\\site-packages (from pandas) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in .\\.venv\\lib\\site-packages (from pandas) (2025.2)\n", + "Requirement already satisfied: tzdata>=2022.7 in .\\.venv\\lib\\site-packages (from pandas) (2025.2)\n", + "Requirement already satisfied: scipy>=1.8.0 in .\\.venv\\lib\\site-packages (from scikit-learn) (1.16.1)\n", + "Requirement already satisfied: joblib>=1.2.0 in .\\.venv\\lib\\site-packages (from scikit-learn) (1.5.2)\n", + "Requirement already satisfied: threadpoolctl>=3.1.0 in .\\.venv\\lib\\site-packages (from scikit-learn) (3.6.0)\n", + "Requirement already satisfied: six>=1.5 in .\\.venv\\lib\\site-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n", + "Requirement already satisfied: CFFI>=1.0 in .\\.venv\\lib\\site-packages (from sounddevice>=0.4.4->mediapipe) (1.17.1)\n", + "Requirement already satisfied: pycparser in .\\.venv\\lib\\site-packages (from CFFI>=1.0->sounddevice>=0.4.4->mediapipe) (2.22)\n", + "Requirement already satisfied: ml_dtypes>=0.5.0 in .\\.venv\\lib\\site-packages (from jax->mediapipe) (0.5.3)\n", + "Requirement already satisfied: opt_einsum in .\\.venv\\lib\\site-packages (from jax->mediapipe) (3.4.0)\n", + "Requirement already satisfied: contourpy>=1.0.1 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (1.3.3)\n", + "Requirement already satisfied: cycler>=0.10 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (4.59.2)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (1.4.9)\n", + "Requirement already satisfied: packaging>=20.0 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (25.0)\n", + "Requirement already satisfied: pillow>=8 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (11.3.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in .\\.venv\\lib\\site-packages (from matplotlib->mediapipe) (3.2.3)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install mediapipe opencv-python pandas scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import mediapipe as mp # Import mediapipe\n", + "import cv2 # Import opencv\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "mp_drawing = mp.solutions.drawing_utils # Drawing helpers\n", + "mp_holistic = mp.solutions.holistic # Mediapipe Solutions\n", + "mp_face_mesh = mp.solutions.face_mesh\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Make Some Detections" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mKeyboardInterrupt\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 13\u001b[39m\n\u001b[32m 10\u001b[39m image.flags.writeable = \u001b[38;5;28;01mFalse\u001b[39;00m \n\u001b[32m 12\u001b[39m \u001b[38;5;66;03m# Make Detections\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m13\u001b[39m results = \u001b[43mholistic\u001b[49m\u001b[43m.\u001b[49m\u001b[43mprocess\u001b[49m\u001b[43m(\u001b[49m\u001b[43mimage\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 14\u001b[39m \u001b[38;5;66;03m#print(results.face_landmarks)\u001b[39;00m\n\u001b[32m 15\u001b[39m \n\u001b[32m 16\u001b[39m \u001b[38;5;66;03m#face_landmarks, pose_landmarks, left_hand_landmarks, right_hand_landmarks\u001b[39;00m\n\u001b[32m 17\u001b[39m \n\u001b[32m 18\u001b[39m \u001b[38;5;66;03m# Recolor image back to BGR for rendering\u001b[39;00m\n\u001b[32m 19\u001b[39m image.flags.writeable = \u001b[38;5;28;01mTrue\u001b[39;00m \n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\human_action_recognizer\\human_action_recognizer\\.venv\\Lib\\site-packages\\mediapipe\\python\\solutions\\holistic.py:160\u001b[39m, in \u001b[36mHolistic.process\u001b[39m\u001b[34m(self, image)\u001b[39m\n\u001b[32m 136\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mprocess\u001b[39m(\u001b[38;5;28mself\u001b[39m, image: np.ndarray) -> NamedTuple:\n\u001b[32m 137\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Processes an RGB image and returns the pose landmarks, left and right hand landmarks, and face landmarks on the most prominent person detected.\u001b[39;00m\n\u001b[32m 138\u001b[39m \n\u001b[32m 139\u001b[39m \u001b[33;03m Args:\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 157\u001b[39m \u001b[33;03m \"enable_segmentation\" is set to true.\u001b[39;00m\n\u001b[32m 158\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m160\u001b[39m results = \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mprocess\u001b[49m\u001b[43m(\u001b[49m\u001b[43minput_data\u001b[49m\u001b[43m=\u001b[49m\u001b[43m{\u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43mimage\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mimage\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 161\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m results.pose_landmarks: \u001b[38;5;66;03m# pytype: disable=attribute-error\u001b[39;00m\n\u001b[32m 162\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m landmark \u001b[38;5;129;01min\u001b[39;00m results.pose_landmarks.landmark: \u001b[38;5;66;03m# pytype: disable=attribute-error\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\human_action_recognizer\\human_action_recognizer\\.venv\\Lib\\site-packages\\mediapipe\\python\\solution_base.py:340\u001b[39m, in \u001b[36mSolutionBase.process\u001b[39m\u001b[34m(self, input_data)\u001b[39m\n\u001b[32m 334\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 335\u001b[39m \u001b[38;5;28mself\u001b[39m._graph.add_packet_to_input_stream(\n\u001b[32m 336\u001b[39m stream=stream_name,\n\u001b[32m 337\u001b[39m packet=\u001b[38;5;28mself\u001b[39m._make_packet(input_stream_type,\n\u001b[32m 338\u001b[39m data).at(\u001b[38;5;28mself\u001b[39m._simulated_timestamp))\n\u001b[32m--> \u001b[39m\u001b[32m340\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_graph\u001b[49m\u001b[43m.\u001b[49m\u001b[43mwait_until_idle\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 341\u001b[39m \u001b[38;5;66;03m# Create a NamedTuple object where the field names are mapping to the graph\u001b[39;00m\n\u001b[32m 342\u001b[39m \u001b[38;5;66;03m# output stream names.\u001b[39;00m\n\u001b[32m 343\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m._output_stream_type_info \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "\u001b[31mKeyboardInterrupt\u001b[39m: " + ] + } + ], + "source": [ + "cap = cv2.VideoCapture(0)\n", + "# Initiate holistic model\n", + "with mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5) as holistic:\n", + " \n", + " while cap.isOpened():\n", + " ret, frame = cap.read()\n", + " \n", + " # Recolor Feed\n", + " image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n", + " image.flags.writeable = False \n", + " \n", + " # Make Detections\n", + " results = holistic.process(image)\n", + " #print(results.face_landmarks)\n", + " \n", + " #face_landmarks, pose_landmarks, left_hand_landmarks, right_hand_landmarks\n", + " \n", + " # Recolor image back to BGR for rendering\n", + " image.flags.writeable = True \n", + " image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)\n", + " \n", + " \n", + " # 1. Right hand\n", + " mp_drawing.draw_landmarks(image, results.right_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(80,22,10), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(80,44,121), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 2 Left Hand\n", + " mp_drawing.draw_landmarks(image, results.left_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(121,22,76), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(121,44,250), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 3. Pose Detections\n", + " mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_holistic.POSE_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(245,117,66), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(245,66,230), thickness=2, circle_radius=2)\n", + " )\n", + " # Export coordinates\n", + " try:\n", + " # Extract Pose landmarks\n", + " pose = results.pose_landmarks.landmark\n", + " pose_row = list(np.array([[landmark.x, landmark.y, landmark.z, landmark.visibility] for landmark in pose]).flatten())\n", + " \n", + " # Extract Face landmarks\n", + " face = results.face_landmarks.landmark\n", + " face_row = list(np.array([[landmark.x, landmark.y, landmark.z, landmark.visibility] for landmark in face]).flatten())\n", + " \n", + " # Concate rows\n", + " row = pose_row+face_row\n", + " \n", + " # Append class name \n", + " row.insert(0, class_name)\n", + " \n", + " # Export to CSV\n", + " with open('coords.csv', mode='a', newline='') as f:\n", + " csv_writer = csv.writer(f, delimiter=',', quotechar='\"', quoting=csv.QUOTE_MINIMAL)\n", + " csv_writer.writerow(row) \n", + " \n", + " except:\n", + " pass\n", + " \n", + " cv2.imshow('Raw Webcam Feed', image)\n", + "\n", + " if cv2.waitKey(10) & 0xFF == ord('q'):\n", + " break\n", + "\n", + "cap.release()\n", + "cv2.destroyAllWindows()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[4], line 44\u001b[0m\n\u001b[0;32m 37\u001b[0m mp_drawing\u001b[38;5;241m.\u001b[39mdraw_landmarks(image, results\u001b[38;5;241m.\u001b[39mpose_landmarks, mp_holistic\u001b[38;5;241m.\u001b[39mPOSE_CONNECTIONS, \n\u001b[0;32m 38\u001b[0m mp_drawing\u001b[38;5;241m.\u001b[39mDrawingSpec(color\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m245\u001b[39m,\u001b[38;5;241m117\u001b[39m,\u001b[38;5;241m66\u001b[39m), thickness\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, circle_radius\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m4\u001b[39m),\n\u001b[0;32m 39\u001b[0m mp_drawing\u001b[38;5;241m.\u001b[39mDrawingSpec(color\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m245\u001b[39m,\u001b[38;5;241m66\u001b[39m,\u001b[38;5;241m230\u001b[39m), thickness\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, circle_radius\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m)\n\u001b[0;32m 40\u001b[0m )\n\u001b[0;32m 42\u001b[0m cv2\u001b[38;5;241m.\u001b[39mimshow(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mRaw Webcam Feed\u001b[39m\u001b[38;5;124m'\u001b[39m, image)\n\u001b[1;32m---> 44\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43mcv2\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwaitKey\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m10\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;241m&\u001b[39m \u001b[38;5;241m0xFF\u001b[39m \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mord\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mq\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m 45\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[0;32m 47\u001b[0m cap\u001b[38;5;241m.\u001b[39mrelease()\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "cap = cv2.VideoCapture(0)\n", + "# Initiate holistic model\n", + "with mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5) as holistic:\n", + " \n", + " while cap.isOpened():\n", + " ret, frame = cap.read()\n", + " \n", + " # Recolor Feed\n", + " image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n", + " image.flags.writeable = True \n", + " \n", + " # Make Detections\n", + " results = holistic.process(image)\n", + " # print(results.face_landmarks)\n", + " \n", + " # face_landmarks, pose_landmarks, left_hand_landmarks, right_hand_landmarks\n", + " \n", + " # Recolor image back to BGR for rendering\n", + " image.flags.writeable = True \n", + " image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)\n", + " \n", + " \n", + " \n", + " # 1. Right hand\n", + " mp_drawing.draw_landmarks(image, results.right_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(80,22,10), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(80,44,121), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 2. Left Hand\n", + " mp_drawing.draw_landmarks(image, results.left_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(121,22,76), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(121,44,250), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 3. Pose Detections\n", + " mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_holistic.POSE_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(245,117,66), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(245,66,230), thickness=2, circle_radius=2)\n", + " )\n", + " \n", + " cv2.imshow('Raw Webcam Feed', image)\n", + "\n", + " if cv2.waitKey(10) & 0xFF == ord('q'):\n", + " break\n", + "\n", + "cap.release()\n", + "cv2.destroyAllWindows()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results.face_landmarks.landmark[0].visibility" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Capture Landmarks & Export to CSV\n", + "\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: numpy in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (1.26.4)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install numpy\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "import csv\n", + "import os\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "501" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "num_coords = len(results.pose_landmarks.landmark)+len(results.face_landmarks.landmark)\n", + "num_coords" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "landmarks = ['class']\n", + "for val in range(1, num_coords+1):\n", + " landmarks += ['x{}'.format(val), 'y{}'.format(val), 'z{}'.format(val), 'v{}'.format(val)]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['class',\n", + " 'x1',\n", + " 'y1',\n", + " 'z1',\n", + " 'v1',\n", + " 'x2',\n", + " 'y2',\n", + " 'z2',\n", + " 'v2',\n", + " 'x3',\n", + " 'y3',\n", + " 'z3',\n", + " 'v3',\n", + " 'x4',\n", + " 'y4',\n", + " 'z4',\n", + " 'v4',\n", + " 'x5',\n", + " 'y5',\n", + " 'z5',\n", + " 'v5',\n", + " 'x6',\n", + " 'y6',\n", + " 'z6',\n", + " 'v6',\n", + " 'x7',\n", + " 'y7',\n", + " 'z7',\n", + " 'v7',\n", + " 'x8',\n", + " 'y8',\n", + " 'z8',\n", + " 'v8',\n", + " 'x9',\n", + " 'y9',\n", + " 'z9',\n", + " 'v9',\n", + " 'x10',\n", + " 'y10',\n", + " 'z10',\n", + " 'v10',\n", + " 'x11',\n", + " 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"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[14], line 13\u001b[0m\n\u001b[0;32m 10\u001b[0m image\u001b[38;5;241m.\u001b[39mflags\u001b[38;5;241m.\u001b[39mwriteable \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m \n\u001b[0;32m 12\u001b[0m \u001b[38;5;66;03m# Make Detections\u001b[39;00m\n\u001b[1;32m---> 13\u001b[0m results \u001b[38;5;241m=\u001b[39m \u001b[43mholistic\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprocess\u001b[49m\u001b[43m(\u001b[49m\u001b[43mimage\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 14\u001b[0m \u001b[38;5;66;03m# print(results.face_landmarks)\u001b[39;00m\n\u001b[0;32m 15\u001b[0m \n\u001b[0;32m 16\u001b[0m \u001b[38;5;66;03m# face_landmarks, pose_landmarks, left_hand_landmarks, right_hand_landmarks\u001b[39;00m\n\u001b[0;32m 17\u001b[0m \n\u001b[0;32m 18\u001b[0m \u001b[38;5;66;03m# Recolor image back to BGR for rendering\u001b[39;00m\n\u001b[0;32m 19\u001b[0m image\u001b[38;5;241m.\u001b[39mflags\u001b[38;5;241m.\u001b[39mwriteable \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m \n", + "File \u001b[1;32mc:\\Users\\deepa\\Downloads\\Body-Language-Decoder-main\\myenv\\Lib\\site-packages\\mediapipe\\python\\solutions\\holistic.py:160\u001b[0m, in \u001b[0;36mHolistic.process\u001b[1;34m(self, image)\u001b[0m\n\u001b[0;32m 136\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mprocess\u001b[39m(\u001b[38;5;28mself\u001b[39m, image: np\u001b[38;5;241m.\u001b[39mndarray) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m NamedTuple:\n\u001b[0;32m 137\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Processes an RGB image and returns the pose landmarks, left and right hand landmarks, and face landmarks on the most prominent person detected.\u001b[39;00m\n\u001b[0;32m 138\u001b[0m \n\u001b[0;32m 139\u001b[0m \u001b[38;5;124;03m Args:\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 157\u001b[0m \u001b[38;5;124;03m \"enable_segmentation\" is set to true.\u001b[39;00m\n\u001b[0;32m 158\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 160\u001b[0m results \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprocess\u001b[49m\u001b[43m(\u001b[49m\u001b[43minput_data\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mimage\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mimage\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 161\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m results\u001b[38;5;241m.\u001b[39mpose_landmarks: \u001b[38;5;66;03m# pytype: disable=attribute-error\u001b[39;00m\n\u001b[0;32m 162\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m landmark \u001b[38;5;129;01min\u001b[39;00m results\u001b[38;5;241m.\u001b[39mpose_landmarks\u001b[38;5;241m.\u001b[39mlandmark: \u001b[38;5;66;03m# pytype: disable=attribute-error\u001b[39;00m\n", + "File \u001b[1;32mc:\\Users\\deepa\\Downloads\\Body-Language-Decoder-main\\myenv\\Lib\\site-packages\\mediapipe\\python\\solution_base.py:340\u001b[0m, in \u001b[0;36mSolutionBase.process\u001b[1;34m(self, input_data)\u001b[0m\n\u001b[0;32m 334\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 335\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_graph\u001b[38;5;241m.\u001b[39madd_packet_to_input_stream(\n\u001b[0;32m 336\u001b[0m stream\u001b[38;5;241m=\u001b[39mstream_name,\n\u001b[0;32m 337\u001b[0m packet\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_make_packet(input_stream_type,\n\u001b[0;32m 338\u001b[0m data)\u001b[38;5;241m.\u001b[39mat(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_simulated_timestamp))\n\u001b[1;32m--> 340\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_graph\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwait_until_idle\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 341\u001b[0m \u001b[38;5;66;03m# Create a NamedTuple object where the field names are mapping to the graph\u001b[39;00m\n\u001b[0;32m 342\u001b[0m \u001b[38;5;66;03m# output stream names.\u001b[39;00m\n\u001b[0;32m 343\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_output_stream_type_info \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "cap = cv2.VideoCapture(0)\n", + "# Initiate holistic model\n", + "with mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5) as holistic:\n", + " \n", + " while cap.isOpened():\n", + " ret, frame = cap.read()\n", + " \n", + " # Recolor Feed\n", + " image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n", + " image.flags.writeable = False \n", + " \n", + " # Make Detections\n", + " results = holistic.process(image)\n", + " # print(results.face_landmarks)\n", + " \n", + " # face_landmarks, pose_landmarks, left_hand_landmarks, right_hand_landmarks\n", + " \n", + " # Recolor image back to BGR for rendering\n", + " image.flags.writeable = True \n", + " image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)\n", + " \n", + " \n", + " # 1. Right hand\n", + " mp_drawing.draw_landmarks(image, results.right_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(80,22,10), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(80,44,121), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 2 Left Hand\n", + " mp_drawing.draw_landmarks(image, results.left_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(121,22,76), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(121,44,250), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 3. Pose Detections\n", + " mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_holistic.POSE_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(245,117,66), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(245,66,230), thickness=2, circle_radius=2)\n", + " )\n", + " # Export coordinates\n", + " try:\n", + " # Extract Pose landmarks\n", + " pose = results.pose_landmarks.landmark\n", + " pose_row = list(np.array([[landmark.x, landmark.y, landmark.z, landmark.visibility] for landmark in pose]).flatten())\n", + " \n", + " # Extract Face landmarks\n", + " face = results.face_landmarks.landmark\n", + " face_row = list(np.array([[landmark.x, landmark.y, landmark.z, landmark.visibility] for landmark in face]).flatten())\n", + " \n", + " # Concate rows\n", + " row = pose_row+face_row\n", + " \n", + " # Append class name \n", + " row.insert(0, class_name)\n", + " \n", + " # Export to CSV\n", + " with open('coords.csv', mode='a', newline='') as f:\n", + " csv_writer = csv.writer(f, delimiter=',', quotechar='\"', quoting=csv.QUOTE_MINIMAL)\n", + " csv_writer.writerow(row) \n", + " \n", + " except:\n", + " pass\n", + " \n", + " cv2.imshow('Raw Webcam Feed', image)\n", + "\n", + " if cv2.waitKey(10) & 0xFF == ord('q'):\n", + " break\n", + "\n", + "cap.release()\n", + "cv2.destroyAllWindows()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Train Custom Model Using Scikit Learn" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.1 Read in Collected Data and Process" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: pandas in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (2.2.3)\n", + "Requirement already satisfied: numpy>=1.23.2 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from pandas) (1.26.4)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from pandas) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from pandas) (2024.2)\n", + "Requirement already satisfied: tzdata>=2022.7 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from pandas) (2024.2)\n", + "Requirement already satisfied: six>=1.5 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: scikit-learn in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (1.5.2)\n", + "Requirement already satisfied: numpy>=1.19.5 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from scikit-learn) (1.26.4)\n", + "Requirement already satisfied: scipy>=1.6.0 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from scikit-learn) (1.14.1)\n", + "Requirement already satisfied: joblib>=1.2.0 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from scikit-learn) (1.4.2)\n", + "Requirement already satisfied: threadpoolctl>=3.1.0 in c:\\users\\deepa\\downloads\\body-language-decoder-main\\myenv\\lib\\site-packages (from scikit-learn) (3.5.0)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('coords.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [class, x1, y1, z1, v1, x2, y2, z2, v2, x3, y3, z3, v3, x4, y4, z4, v4, x5, y5, z5, v5, x6, y6, z6, v6, x7, y7, z7, v7, x8, y8, z8, v8, x9, y9, z9, v9, x10, y10, z10, v10, x11, y11, z11, v11, x12, y12, z12, v12, x13, y13, z13, v13, x14, y14, z14, v14, x15, y15, z15, v15, x16, y16, z16, v16, x17, y17, z17, v17, x18, y18, z18, v18, x19, y19, z19, v19, x20, y20, z20, v20, x21, y21, z21, v21, x22, y22, z22, v22, x23, y23, z23, v23, x24, y24, z24, v24, x25, y25, z25, ...]\n", + "Index: []\n", + "\n", + "[0 rows x 2005 columns]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[df['class']=='sad']" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "X = df.drop('class', axis=1) # features\n", + "y = df['class'] # target value" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "X shape: (884, 2004), y shape: 884\n" + ] + } + ], + "source": [ + "print(f\"X shape: {X.shape}, y shape: {len(y)}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=1234)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(884, 2004)\n", + "(884,)\n" + ] + } + ], + "source": [ + "print(X.shape)\n", + "print(y.shape)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "297 HELLO!\n", + "375 HELLO!\n", + "571 HELLO!\n", + "603 HELLO!\n", + "21 NORMAL\n", + " ... \n", + "474 HELLO!\n", + "99 NORMAL\n", + "125 NORMAL\n", + "511 HELLO!\n", + "230 NORMAL\n", + "Name: class, Length: 177, dtype: object" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.2 Train Machine Learning Classification Model" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.pipeline import make_pipeline \n", + "from sklearn.preprocessing import StandardScaler \n", + "\n", + "from sklearn.linear_model import LogisticRegression, RidgeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier, GradientBoostingClassifier" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "pipelines = {\n", + " 'lr':make_pipeline(StandardScaler(), LogisticRegression()),\n", + " 'rc':make_pipeline(StandardScaler(), RidgeClassifier()),\n", + " 'rf':make_pipeline(StandardScaler(), RandomForestClassifier()),\n", + " 'gb':make_pipeline(StandardScaler(), GradientBoostingClassifier()),\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "fit_models = {}\n", + "for algo, pipeline in pipelines.items():\n", + " model = pipeline.fit(X_train, y_train)\n", + " fit_models[algo] = model" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'lr': Pipeline(steps=[('standardscaler', StandardScaler()),\n", + " ('logisticregression', LogisticRegression())]),\n", + " 'rc': Pipeline(steps=[('standardscaler', StandardScaler()),\n", + " ('ridgeclassifier', RidgeClassifier())]),\n", + " 'rf': Pipeline(steps=[('standardscaler', StandardScaler()),\n", + " ('randomforestclassifier', RandomForestClassifier())]),\n", + " 'gb': Pipeline(steps=[('standardscaler', StandardScaler()),\n", + " ('gradientboostingclassifier', GradientBoostingClassifier())])}" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fit_models" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['HELLO!', 'HELLO!', 'HELLO!', 'HELLO!', 'NORMAL', 'HELLO!',\n", + " 'HAPPY', 'NORMAL', 'HELLO!', 'HAPPY', 'NORMAL', 'THINKING',\n", + " 'THINKING', 'HELLO!', 'NORMAL', 'HELLO!', 'HELLO!', 'THINKING',\n", + " 'HELLO!', 'HELLO!', 'HAPPY', 'HELLO!', 'NORMAL', 'HELLO!',\n", + " 'THINKING', 'HELLO!', 'HAPPY', 'THINKING', 'NORMAL', 'THINKING',\n", + " 'NORMAL', 'THINKING', 'NORMAL', 'HELLO!', 'THINKING', 'NORMAL',\n", + " 'THINKING', 'THINKING', 'THINKING', 'NORMAL', 'HELLO!', 'HELLO!',\n", + " 'NORMAL', 'THINKING', 'HAPPY', 'NORMAL', 'HELLO!', 'HELLO!',\n", + " 'HELLO!', 'HAPPY', 'NORMAL', 'NORMAL', 'NORMAL', 'HELLO!',\n", + " 'NORMAL', 'NORMAL', 'HELLO!', 'THINKING', 'NORMAL', 'NORMAL',\n", + " 'NORMAL', 'THINKING', 'HAPPY', 'HELLO!', 'NORMAL', 'NORMAL',\n", + " 'NORMAL', 'NORMAL', 'THINKING', 'NORMAL', 'HELLO!', 'NORMAL',\n", + " 'HELLO!', 'HELLO!', 'HELLO!', 'NORMAL', 'THINKING', 'NORMAL',\n", + " 'HELLO!', 'NORMAL', 'HELLO!', 'HELLO!', 'HELLO!', 'HELLO!',\n", + " 'HELLO!', 'HELLO!', 'NORMAL', 'HAPPY', 'HAPPY', 'HELLO!', 'HELLO!',\n", + " 'HELLO!', 'NORMAL', 'THINKING', 'NORMAL', 'THINKING', 'HELLO!',\n", + " 'HELLO!', 'NORMAL', 'NORMAL', 'HAPPY', 'NORMAL', 'HELLO!',\n", + " 'HELLO!', 'NORMAL', 'HELLO!', 'HELLO!', 'HELLO!', 'NORMAL',\n", + " 'HAPPY', 'HELLO!', 'NORMAL', 'NORMAL', 'HELLO!', 'HELLO!',\n", + " 'HELLO!', 'HELLO!', 'HELLO!', 'HELLO!', 'NORMAL', 'NORMAL',\n", + " 'THINKING', 'HAPPY', 'NORMAL', 'NORMAL', 'NORMAL', 'HELLO!',\n", + " 'THINKING', 'THINKING', 'NORMAL', 'THINKING', 'NORMAL', 'HAPPY',\n", + " 'NORMAL', 'NORMAL', 'NORMAL', 'NORMAL', 'HAPPY', 'NORMAL',\n", + " 'HELLO!', 'HELLO!', 'HELLO!', 'THINKING', 'NORMAL', 'HELLO!',\n", + " 'HELLO!', 'HELLO!', 'HELLO!', 'THINKING', 'HELLO!', 'HELLO!',\n", + " 'NORMAL', 'NORMAL', 'HAPPY', 'HAPPY', 'HELLO!', 'THINKING',\n", + " 'HELLO!', 'NORMAL', 'NORMAL', 'HELLO!', 'HELLO!', 'THINKING',\n", + " 'HELLO!', 'NORMAL', 'NORMAL', 'NORMAL', 'HELLO!', 'HELLO!',\n", + " 'NORMAL', 'HELLO!', 'THINKING', 'HELLO!', 'NORMAL', 'NORMAL',\n", + " 'HELLO!', 'NORMAL'], dtype='#sk-container-id-1 {\n", + " /* Definition of color scheme common for light and dark mode */\n", + " --sklearn-color-text: black;\n", + " --sklearn-color-line: gray;\n", + " /* Definition of color scheme for unfitted estimators */\n", + " --sklearn-color-unfitted-level-0: #fff5e6;\n", + " --sklearn-color-unfitted-level-1: #f6e4d2;\n", + " --sklearn-color-unfitted-level-2: #ffe0b3;\n", + " --sklearn-color-unfitted-level-3: chocolate;\n", + " /* Definition of color scheme for fitted estimators */\n", + " --sklearn-color-fitted-level-0: #f0f8ff;\n", + " --sklearn-color-fitted-level-1: #d4ebff;\n", + " --sklearn-color-fitted-level-2: #b3dbfd;\n", + " --sklearn-color-fitted-level-3: cornflowerblue;\n", + "\n", + " /* Specific color for light theme */\n", + " --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n", + " --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n", + " --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n", + " --sklearn-color-icon: #696969;\n", + "\n", + " @media (prefers-color-scheme: dark) {\n", + " /* Redefinition of color scheme for dark theme */\n", + " --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n", + " --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n", + " --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n", + " --sklearn-color-icon: #878787;\n", + " }\n", + "}\n", + "\n", + "#sk-container-id-1 {\n", + " color: var(--sklearn-color-text);\n", + "}\n", + "\n", + "#sk-container-id-1 pre {\n", + " padding: 0;\n", + "}\n", + "\n", + "#sk-container-id-1 input.sk-hidden--visually {\n", + " border: 0;\n", + " clip: rect(1px 1px 1px 1px);\n", + " clip: rect(1px, 1px, 1px, 1px);\n", + " height: 1px;\n", + " margin: -1px;\n", + " overflow: hidden;\n", + " padding: 0;\n", + " position: absolute;\n", + " width: 1px;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-dashed-wrapped {\n", + " border: 1px dashed var(--sklearn-color-line);\n", + " margin: 0 0.4em 0.5em 0.4em;\n", + " box-sizing: border-box;\n", + " padding-bottom: 0.4em;\n", + " background-color: var(--sklearn-color-background);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-container {\n", + " /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n", + " but bootstrap.min.css set `[hidden] { display: none !important; }`\n", + " so we also need the `!important` here to be able to override the\n", + " default hidden behavior on the sphinx rendered scikit-learn.org.\n", + " See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n", + " display: inline-block !important;\n", + " position: relative;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-text-repr-fallback {\n", + " display: none;\n", + "}\n", + "\n", + "div.sk-parallel-item,\n", + "div.sk-serial,\n", + "div.sk-item {\n", + " /* draw centered vertical line to link estimators */\n", + " background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n", + " background-size: 2px 100%;\n", + " background-repeat: no-repeat;\n", + " background-position: center center;\n", + "}\n", + "\n", + "/* Parallel-specific style estimator block */\n", + "\n", + "#sk-container-id-1 div.sk-parallel-item::after {\n", + " content: \"\";\n", + " width: 100%;\n", + " border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n", + " flex-grow: 1;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-parallel {\n", + " display: flex;\n", + " align-items: stretch;\n", + " justify-content: center;\n", + " background-color: var(--sklearn-color-background);\n", + " position: relative;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-parallel-item {\n", + " display: flex;\n", + " flex-direction: column;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-parallel-item:first-child::after {\n", + " align-self: flex-end;\n", + " width: 50%;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-parallel-item:last-child::after {\n", + " align-self: flex-start;\n", + " width: 50%;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-parallel-item:only-child::after {\n", + " width: 0;\n", + "}\n", + "\n", + "/* Serial-specific style estimator block */\n", + "\n", + "#sk-container-id-1 div.sk-serial {\n", + " display: flex;\n", + " flex-direction: column;\n", + " align-items: center;\n", + " background-color: var(--sklearn-color-background);\n", + " padding-right: 1em;\n", + " padding-left: 1em;\n", + "}\n", + "\n", + "\n", + "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n", + "clickable and can be expanded/collapsed.\n", + "- Pipeline and ColumnTransformer use this feature and define the default style\n", + "- Estimators will overwrite some part of the style using the `sk-estimator` class\n", + "*/\n", + "\n", + "/* Pipeline and ColumnTransformer style (default) */\n", + "\n", + "#sk-container-id-1 div.sk-toggleable {\n", + " /* Default theme specific background. It is overwritten whether we have a\n", + " specific estimator or a Pipeline/ColumnTransformer */\n", + " background-color: var(--sklearn-color-background);\n", + "}\n", + "\n", + "/* Toggleable label */\n", + "#sk-container-id-1 label.sk-toggleable__label {\n", + " cursor: pointer;\n", + " display: block;\n", + " width: 100%;\n", + " margin-bottom: 0;\n", + " padding: 0.5em;\n", + " box-sizing: border-box;\n", + " text-align: center;\n", + "}\n", + "\n", + "#sk-container-id-1 label.sk-toggleable__label-arrow:before {\n", + " /* Arrow on the left of the label */\n", + " content: \"▸\";\n", + " float: left;\n", + " margin-right: 0.25em;\n", + " color: var(--sklearn-color-icon);\n", + "}\n", + "\n", + "#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {\n", + " color: var(--sklearn-color-text);\n", + "}\n", + "\n", + "/* Toggleable content - dropdown */\n", + "\n", + "#sk-container-id-1 div.sk-toggleable__content {\n", + " max-height: 0;\n", + " max-width: 0;\n", + " overflow: hidden;\n", + " text-align: left;\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-0);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-toggleable__content.fitted {\n", + " /* fitted */\n", + " background-color: var(--sklearn-color-fitted-level-0);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-toggleable__content pre {\n", + " margin: 0.2em;\n", + " border-radius: 0.25em;\n", + " color: var(--sklearn-color-text);\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-0);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-toggleable__content.fitted pre {\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-fitted-level-0);\n", + "}\n", + "\n", + "#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n", + " /* Expand drop-down */\n", + " max-height: 200px;\n", + " max-width: 100%;\n", + " overflow: auto;\n", + "}\n", + "\n", + "#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n", + " content: \"▾\";\n", + "}\n", + "\n", + "/* Pipeline/ColumnTransformer-specific style */\n", + "\n", + "#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n", + " color: var(--sklearn-color-text);\n", + " background-color: var(--sklearn-color-unfitted-level-2);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n", + " background-color: var(--sklearn-color-fitted-level-2);\n", + "}\n", + "\n", + "/* Estimator-specific style */\n", + "\n", + "/* Colorize estimator box */\n", + "#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-2);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n", + " /* fitted */\n", + " background-color: var(--sklearn-color-fitted-level-2);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-label label.sk-toggleable__label,\n", + "#sk-container-id-1 div.sk-label label {\n", + " /* The background is the default theme color */\n", + " color: var(--sklearn-color-text-on-default-background);\n", + "}\n", + "\n", + "/* On hover, darken the color of the background */\n", + "#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {\n", + " color: var(--sklearn-color-text);\n", + " background-color: var(--sklearn-color-unfitted-level-2);\n", + "}\n", + "\n", + "/* Label box, darken color on hover, fitted */\n", + "#sk-container-id-1 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n", + " color: var(--sklearn-color-text);\n", + " background-color: var(--sklearn-color-fitted-level-2);\n", + "}\n", + "\n", + "/* Estimator label */\n", + "\n", + "#sk-container-id-1 div.sk-label label {\n", + " font-family: monospace;\n", + " font-weight: bold;\n", + " display: inline-block;\n", + " line-height: 1.2em;\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-label-container {\n", + " text-align: center;\n", + "}\n", + "\n", + "/* Estimator-specific */\n", + "#sk-container-id-1 div.sk-estimator {\n", + " font-family: monospace;\n", + " border: 1px dotted var(--sklearn-color-border-box);\n", + " border-radius: 0.25em;\n", + " box-sizing: border-box;\n", + " margin-bottom: 0.5em;\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-0);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-estimator.fitted {\n", + " /* fitted */\n", + " background-color: var(--sklearn-color-fitted-level-0);\n", + "}\n", + "\n", + "/* on hover */\n", + "#sk-container-id-1 div.sk-estimator:hover {\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-2);\n", + "}\n", + "\n", + "#sk-container-id-1 div.sk-estimator.fitted:hover {\n", + " /* fitted */\n", + " background-color: var(--sklearn-color-fitted-level-2);\n", + "}\n", + "\n", + "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n", + "\n", + "/* Common style for \"i\" and \"?\" */\n", + "\n", + ".sk-estimator-doc-link,\n", + "a:link.sk-estimator-doc-link,\n", + "a:visited.sk-estimator-doc-link {\n", + " float: right;\n", + " font-size: smaller;\n", + " line-height: 1em;\n", + " font-family: monospace;\n", + " background-color: var(--sklearn-color-background);\n", + " border-radius: 1em;\n", + " height: 1em;\n", + " width: 1em;\n", + " text-decoration: none !important;\n", + " margin-left: 1ex;\n", + " /* unfitted */\n", + " border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n", + " color: var(--sklearn-color-unfitted-level-1);\n", + "}\n", + "\n", + ".sk-estimator-doc-link.fitted,\n", + "a:link.sk-estimator-doc-link.fitted,\n", + "a:visited.sk-estimator-doc-link.fitted {\n", + " /* fitted */\n", + " border: var(--sklearn-color-fitted-level-1) 1pt solid;\n", + " color: var(--sklearn-color-fitted-level-1);\n", + "}\n", + "\n", + "/* On hover */\n", + "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n", + ".sk-estimator-doc-link:hover,\n", + "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n", + ".sk-estimator-doc-link:hover {\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-3);\n", + " color: var(--sklearn-color-background);\n", + " text-decoration: none;\n", + "}\n", + "\n", + "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n", + ".sk-estimator-doc-link.fitted:hover,\n", + "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n", + ".sk-estimator-doc-link.fitted:hover {\n", + " /* fitted */\n", + " background-color: var(--sklearn-color-fitted-level-3);\n", + " color: var(--sklearn-color-background);\n", + " text-decoration: none;\n", + "}\n", + "\n", + "/* Span, style for the box shown on hovering the info icon */\n", + ".sk-estimator-doc-link span {\n", + " display: none;\n", + " z-index: 9999;\n", + " position: relative;\n", + " font-weight: normal;\n", + " right: .2ex;\n", + " padding: .5ex;\n", + " margin: .5ex;\n", + " width: min-content;\n", + " min-width: 20ex;\n", + " max-width: 50ex;\n", + " color: var(--sklearn-color-text);\n", + " box-shadow: 2pt 2pt 4pt #999;\n", + " /* unfitted */\n", + " background: var(--sklearn-color-unfitted-level-0);\n", + " border: .5pt solid var(--sklearn-color-unfitted-level-3);\n", + "}\n", + "\n", + ".sk-estimator-doc-link.fitted span {\n", + " /* fitted */\n", + " background: var(--sklearn-color-fitted-level-0);\n", + " border: var(--sklearn-color-fitted-level-3);\n", + "}\n", + "\n", + ".sk-estimator-doc-link:hover span {\n", + " display: block;\n", + "}\n", + "\n", + "/* \"?\"-specific style due to the `` HTML tag */\n", + "\n", + "#sk-container-id-1 a.estimator_doc_link {\n", + " float: right;\n", + " font-size: 1rem;\n", + " line-height: 1em;\n", + " font-family: monospace;\n", + " background-color: var(--sklearn-color-background);\n", + " border-radius: 1rem;\n", + " height: 1rem;\n", + " width: 1rem;\n", + " text-decoration: none;\n", + " /* unfitted */\n", + " color: var(--sklearn-color-unfitted-level-1);\n", + " border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n", + "}\n", + "\n", + "#sk-container-id-1 a.estimator_doc_link.fitted {\n", + " /* fitted */\n", + " border: var(--sklearn-color-fitted-level-1) 1pt solid;\n", + " color: var(--sklearn-color-fitted-level-1);\n", + "}\n", + "\n", + "/* On hover */\n", + "#sk-container-id-1 a.estimator_doc_link:hover {\n", + " /* unfitted */\n", + " background-color: var(--sklearn-color-unfitted-level-3);\n", + " color: var(--sklearn-color-background);\n", + " text-decoration: none;\n", + "}\n", + "\n", + "#sk-container-id-1 a.estimator_doc_link.fitted:hover {\n", + " /* fitted */\n", + " background-color: var(--sklearn-color-fitted-level-3);\n", + "}\n", 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Pipeline(steps=[('standardscaler', StandardScaler()),\n",
+       "                ('randomforestclassifier', RandomForestClassifier())])
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
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[0.05 0.52 0.33 0.1 ]\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[35], line 102\u001b[0m\n\u001b[0;32m 98\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[0;32m 100\u001b[0m cv2\u001b[38;5;241m.\u001b[39mimshow(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mRaw Webcam Feed\u001b[39m\u001b[38;5;124m'\u001b[39m, image)\n\u001b[1;32m--> 102\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43mcv2\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwaitKey\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m10\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;241m&\u001b[39m \u001b[38;5;241m0xFF\u001b[39m \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mord\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mq\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m 103\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[0;32m 105\u001b[0m cap\u001b[38;5;241m.\u001b[39mrelease()\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + }, + { + "ename": "", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n", + "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n", + "\u001b[1;31mClick here for more info. \n", + "\u001b[1;31mView Jupyter log for further details." + ] + } + ], + "source": [ + "cap = cv2.VideoCapture(0)\n", + "# Initiate holistic model\n", + "with mp_holistic.Holistic(min_detection_confidence=0.5, min_tracking_confidence=0.5) as holistic:\n", + " \n", + " while cap.isOpened():\n", + " ret, frame = cap.read()\n", + " \n", + " # Recolor Feed\n", + " image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n", + " image.flags.writeable = False \n", + " \n", + " # Make Detections\n", + " results = holistic.process(image)\n", + " # print(results.face_landmarks)\n", + " \n", + " # face_landmarks, pose_landmarks, left_hand_landmarks, right_hand_landmarks\n", + " \n", + " # Recolor image back to BGR for rendering\n", + " image.flags.writeable = True \n", + " image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)\n", + " \n", + " \n", + " \n", + " # 2. Right hand\n", + " mp_drawing.draw_landmarks(image, results.right_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(80,22,10), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(80,44,121), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 3. Left Hand\n", + " mp_drawing.draw_landmarks(image, results.left_hand_landmarks, mp_holistic.HAND_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(121,22,76), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(121,44,250), thickness=2, circle_radius=2)\n", + " )\n", + "\n", + " # 4. Pose Detections\n", + " mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_holistic.POSE_CONNECTIONS, \n", + " mp_drawing.DrawingSpec(color=(245,117,66), thickness=2, circle_radius=4),\n", + " mp_drawing.DrawingSpec(color=(245,66,230), thickness=2, circle_radius=2)\n", + " )\n", + " # Export coordinates\n", + " try:\n", + " # Extract Pose landmarks\n", + " pose = results.pose_landmarks.landmark\n", + " pose_row = list(np.array([[landmark.x, landmark.y, landmark.z, landmark.visibility] for landmark in pose]).flatten())\n", + " \n", + " # Extract Face landmarks\n", + " face = results.face_landmarks.landmark\n", + " face_row = list(np.array([[landmark.x, landmark.y, landmark.z, landmark.visibility] for landmark in face]).flatten())\n", + " \n", + " # Concate rows\n", + " row = pose_row+face_row\n", + " \n", + "# # Append class name \n", + "# row.insert(0, class_name)\n", + " \n", + "# # Export to CSV\n", + "# with open('coords.csv', mode='a', newline='') as f:\n", + "# csv_writer = csv.writer(f, delimiter=',', quotechar='\"', quoting=csv.QUOTE_MINIMAL)\n", + "# csv_writer.writerow(row) \n", + "\n", + " # Make Detections\n", + " X = pd.DataFrame([row])\n", + " body_language_class = model.predict(X)[0]\n", + " body_language_prob = model.predict_proba(X)[0]\n", + " print(body_language_class, body_language_prob)\n", + " \n", + " # Grab ear coords\n", + " coords = tuple(np.multiply(\n", + " np.array(\n", + " (results.pose_landmarks.landmark[mp_holistic.PoseLandmark.LEFT_EAR].x, \n", + " results.pose_landmarks.landmark[mp_holistic.PoseLandmark.LEFT_EAR].y))\n", + " , [640,480]).astype(int))\n", + " \n", + " cv2.rectangle(image, \n", + " (coords[0], coords[1]+5), \n", + " (coords[0]+len(body_language_class)*20, coords[1]-30), \n", + " (245, 117, 16), -1)\n", + " cv2.putText(image, body_language_class, coords, \n", + " cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2, cv2.LINE_AA)\n", + " \n", + " # Get status box\n", + " cv2.rectangle(image, (0,0), (250, 60), (245, 117, 16), -1)\n", + " \n", + " # Display Class\n", + " cv2.putText(image, 'CLASS'\n", + " , (95,12), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 0), 1, cv2.LINE_AA)\n", + " cv2.putText(image, body_language_class.split(' ')[0]\n", + " , (90,40), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2, cv2.LINE_AA)\n", + " \n", + " # Display Probability\n", + " cv2.putText(image, 'PROB'\n", + " , (15,12), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 0), 1, cv2.LINE_AA)\n", + " cv2.putText(image, str(round(body_language_prob[np.argmax(body_language_prob)],2))\n", + " , (10,40), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2, cv2.LINE_AA)\n", + " \n", + " except:\n", + " pass\n", + " \n", + " cv2.imshow('Raw Webcam Feed', image)\n", + "\n", + " if cv2.waitKey(10) & 0xFF == ord('q'):\n", + " break\n", + "\n", + "cap.release()\n", + "cv2.destroyAllWindows()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "mp_holistic = mp.solutions.holistic\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tuple(np.multiply(np.array((results.pose_landmarks.landmark[mp_holistic.PoseLandmark.LEFT_EAR].x, \n", + "results.pose_landmarks.landmark[mp_holistic.PoseLandmark.LEFT_EAR].y)), [640,480]).astype(int))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}