File size: 6,146 Bytes
b122da1 be4e27f b122da1 be4e27f b122da1 be4e27f b122da1 be4e27f b122da1 be4e27f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 |
# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
from dataclasses import dataclass
from typing import Optional
from .radio_model import Resolution
@dataclass
class RadioResource:
url: str
patch_size: int
max_resolution: int
preferred_resolution: Resolution
supports_vitdet: bool = True
vitdet_num_windowed: Optional[int] = None
vitdet_num_global: Optional[int] = None
RESOURCE_MAP = {
# RADIOv2.5
"radio_v2.5-b": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio-v2.5-b_half.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=(768, 768),
vitdet_num_global=4,
),
"radio_v2.5-l": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio-v2.5-l_half.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=(768, 768),
vitdet_num_global=4,
),
"radio_v2.5-h": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio_v2.5-h.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=(768, 768),
vitdet_num_global=4,
),
"radio_v2.5-h-norm": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio_v2.5-h-norm.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=(768, 768),
vitdet_num_global=4,
),
"radio_v2.5-g": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio_v2.5-g.pth.tar?download=true",
patch_size=14,
max_resolution=1792,
preferred_resolution=(896, 896),
vitdet_num_global=8,
),
# RADIO
"radio_v2.1": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio_v2.1_bf16.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(432, 432),
vitdet_num_windowed=5,
),
"radio_v2": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio_v2.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(432, 432),
vitdet_num_windowed=5,
),
"radio_v1": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/radio_v1.pth.tar?download=true",
patch_size=14,
max_resolution=1050,
preferred_resolution=Resolution(378, 378),
),
# E-RADIO
"e-radio_v2": RadioResource(
"https://huggingface.co/nvidia/RADIO/resolve/main/eradio_v2.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(512, 512),
),
# C-RADIO
"c-radio_v2-g": RadioResource(
# NOTE: C-RADIO models are bound by different license terms than that present in the LICENSE file.
# Please refer to the readme, or to https://huggingface.co/nvidia/C-RADIOv2-g for more information.
"https://huggingface.co/nvidia/C-RADIOv2-g/resolve/main/c-radio_v2-g_half.pth.tar",
patch_size=16,
max_resolution=2048,
preferred_resolution=(768, 768),
vitdet_num_global=8,
),
"c-radio_v2-vlm-h": RadioResource(
# NOTE: C-RADIO models are bound by different license terms than that present in the LICENSE file.
# Please refer to the readme, or to https://huggingface.co/nvidia/C-RADIOv2-VLM-H for more information.
"https://huggingface.co/nvidia/C-RADIOv2-VLM-H/resolve/main/c-radio_v2-vlm-h.pth.tar",
patch_size=16,
max_resolution=2048,
preferred_resolution=(768, 768),
vitdet_num_global=8,
),
"c-radio_v3-b": RadioResource(
# NOTE: C-RADIO models are bound by different license terms than that present in the LICENSE file.
# Please refer to the readme, or to https://huggingface.co/nvidia/C-RADIOv3-B for more information.
"https://huggingface.co/nvidia/C-RADIOv3-B/resolve/main/c-radio_v3-b_half.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(512, 512),
supports_vitdet=False,
),
"c-radio_v3-l": RadioResource(
# NOTE: C-RADIO models are bound by different license terms than that present in the LICENSE file.
# Please refer to the readme, or to https://huggingface.co/nvidia/C-RADIOv3-L for more information.
"https://huggingface.co/nvidia/C-RADIOv3-L/resolve/main/c-radio-v3_l_half.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(512, 512),
supports_vitdet=False,
),
"c-radio_v3-h": RadioResource(
# NOTE: C-RADIO models are bound by different license terms than that present in the LICENSE file.
# Please refer to the readme, or to https://huggingface.co/nvidia/C-RADIOv3-H for more information.
"https://huggingface.co/nvidia/C-RADIOv3-H/resolve/main/c-radio_v3-h_half.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(512, 512),
supports_vitdet=False,
),
"c-radio_v3-g": RadioResource(
# NOTE: C-RADIO models are bound by different license terms than that present in the LICENSE file.
# Please refer to the readme, or to https://huggingface.co/nvidia/C-RADIOv3-g for more information.
"https://huggingface.co/nvidia/C-RADIOv3-g/resolve/main/c-radio_v3-g_half.pth.tar?download=true",
patch_size=16,
max_resolution=2048,
preferred_resolution=Resolution(512, 512),
supports_vitdet=False,
),
}
DEFAULT_VERSION = "c-radio_v3-h"
|