Hugging Face's logo

nvidia
/
RADIO-H

Safetensors
custom_code
Model card Files Community
1
RADIO-H
File size: 3,116 Bytes 
3c63951
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
# 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
    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
    "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),
    ),
    # RADIO-DINOv2
    "radio_dinov2-g": RadioResource(
        None,  # TODO: add URL for DINOv2 student.
        patch_size=14,
        max_resolution=2044,
        preferred_resolution=Resolution(518, 518),
    ),
}

DEFAULT_VERSION = "radio_v2.5-h"