Duplicate from freddyaboulton/Enhance_Low_Light_Image

Co-authored-by: Freddy Boulton <freddyaboulton@users.noreply.huggingface.co>

.gitattributes

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+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+title: Enhance Low Light Image with MIRNet
+emoji: 🎇
+colorFrom: indigo
+colorTo: pink
+sdk: gradio
+sdk_version: 3.13.2
+app_file: app.py
+pinned: false
+duplicated_from: freddyaboulton/Enhance_Low_Light_Image
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference

app.py

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+import numpy as np
+import gradio as gr
+from PIL import Image
+import keras
+from huggingface_hub import from_pretrained_keras
+
+
+model = from_pretrained_keras("keras-io/lowlight-enhance-mirnet", compile=False)
+examples = ['examples/179.png', 'examples/493.png', 'examples/780.png']
+
+
+def infer(original_image):
+    image = keras.utils.img_to_array(original_image)
+    image = image.astype("float32") / 255.0
+    image = np.expand_dims(image, axis=0)
+    output = model.predict(image)
+    output_image = output[0] * 255.0
+    output_image = output_image.clip(0, 255)
+    output_image = output_image.reshape(
+        (np.shape(output_image)[0], np.shape(output_image)[1], 3)
+    )
+    output_image = np.uint32(output_image)
+    return output_image
+
+iface = gr.Interface(
+    fn=infer,
+    title="Low Light Image Enhancement",
+    description = "Keras Implementation of MIRNet model for light up the dark image 🌆🎆",
+    inputs=[gr.inputs.Image(label="image", type="pil", shape=(960, 640))],
+    outputs="image",
+    examples=examples,
+    article = "Author: <a href=\"https://huggingface.co/vumichien\">Vu Minh Chien</a>. Based on the keras example from <a href=\"https://keras.io/examples/vision/mirnet/\">Soumik Rakshit</a>", cache_examples=True).launch(enable_queue=True)

model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7e0bd457aa184c3a8fde411375b292e4f7776aaf7cfc9c29661f577309be451c
+size 441222364

requirements.txt

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+tensorflow
+keras