Hugging Face's logo

tue-mps
/
coco_instance_eomt_large_640

Image Segmentation
Transformers
PyTorch
Safetensors
eomt
vision
Model card Files Community
3
coco_instance_eomt_large_640
File size: 4,006 Bytes 
01a67e2
d7536dd
 
 
 
 
 
 
 
 
 
 
48078d6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d7536dd
3aac726
d7536dd
 
 
48078d6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d7536dd
 
 
 
 
 
 
 
3aac726
d7536dd
 
 
 
 
 
 
 
 
48078d6
d7536dd
 
 
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
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
 
{
  "architectures": [
    "EomtForUniversalSegmentation"
  ],
  "attention_dropout": 0.0,
  "class_weight": 2.0,
  "dice_weight": 5.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1024,
  "id2label": {
    "0": "person",
    "1": "bicycle",
    "2": "car",
    "3": "motorbike",
    "4": "aeroplane",
    "5": "bus",
    "6": "train",
    "7": "truck",
    "8": "boat",
    "9": "traffic light",
    "10": "fire hydrant",
    "11": "stop sign",
    "12": "parking meter",
    "13": "bench",
    "14": "bird",
    "15": "cat",
    "16": "dog",
    "17": "horse",
    "18": "sheep",
    "19": "cow",
    "20": "elephant",
    "21": "bear",
    "22": "zebra",
    "23": "giraffe",
    "24": "backpack",
    "25": "umbrella",
    "26": "handbag",
    "27": "tie",
    "28": "suitcase",
    "29": "frisbee",
    "30": "skis",
    "31": "snowboard",
    "32": "sports ball",
    "33": "kite",
    "34": "baseball bat",
    "35": "baseball glove",
    "36": "skateboard",
    "37": "surfboard",
    "38": "tennis racket",
    "39": "bottle",
    "40": "wine glass",
    "41": "cup",
    "42": "fork",
    "43": "knife",
    "44": "spoon",
    "45": "bowl",
    "46": "banana",
    "47": "apple",
    "48": "sandwich",
    "49": "orange",
    "50": "broccoli",
    "51": "carrot",
    "52": "hot dog",
    "53": "pizza",
    "54": "donut",
    "55": "cake",
    "56": "chair",
    "57": "sofa",
    "58": "pottedplant",
    "59": "bed",
    "60": "diningtable",
    "61": "toilet",
    "62": "tvmonitor",
    "63": "laptop",
    "64": "mouse",
    "65": "remote",
    "66": "keyboard",
    "67": "cell phone",
    "68": "microwave",
    "69": "oven",
    "70": "toaster",
    "71": "sink",
    "72": "refrigerator",
    "73": "book",
    "74": "clock",
    "75": "vase",
    "76": "scissors",
    "77": "teddy bear",
    "78": "hair drier",
    "79": "toothbrush"
  },
  "image_size": 640,
  "importance_sample_ratio": 0.75,
  "initializer_range": 0.02,
  "label2id": {
    "aeroplane": 4,
    "apple": 47,
    "backpack": 24,
    "banana": 46,
    "baseball bat": 34,
    "baseball glove": 35,
    "bear": 21,
    "bed": 59,
    "bench": 13,
    "bicycle": 1,
    "bird": 14,
    "boat": 8,
    "book": 73,
    "bottle": 39,
    "bowl": 45,
    "broccoli": 50,
    "bus": 5,
    "cake": 55,
    "car": 2,
    "carrot": 51,
    "cat": 15,
    "cell phone": 67,
    "chair": 56,
    "clock": 74,
    "cow": 19,
    "cup": 41,
    "diningtable": 60,
    "dog": 16,
    "donut": 54,
    "elephant": 20,
    "fire hydrant": 10,
    "fork": 42,
    "frisbee": 29,
    "giraffe": 23,
    "hair drier": 78,
    "handbag": 26,
    "horse": 17,
    "hot dog": 52,
    "keyboard": 66,
    "kite": 33,
    "knife": 43,
    "laptop": 63,
    "microwave": 68,
    "motorbike": 3,
    "mouse": 64,
    "orange": 49,
    "oven": 69,
    "parking meter": 12,
    "person": 0,
    "pizza": 53,
    "pottedplant": 58,
    "refrigerator": 72,
    "remote": 65,
    "sandwich": 48,
    "scissors": 76,
    "sheep": 18,
    "sink": 71,
    "skateboard": 36,
    "skis": 30,
    "snowboard": 31,
    "sofa": 57,
    "spoon": 44,
    "sports ball": 32,
    "stop sign": 11,
    "suitcase": 28,
    "surfboard": 37,
    "teddy bear": 77,
    "tennis racket": 38,
    "tie": 27,
    "toaster": 70,
    "toilet": 61,
    "toothbrush": 79,
    "traffic light": 9,
    "train": 6,
    "truck": 7,
    "tvmonitor": 62,
    "umbrella": 25,
    "vase": 75,
    "wine glass": 40,
    "zebra": 22
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1e-05,
  "mask_weight": 5.0,
  "mlp_ratio": 4,
  "model_type": "eomt",
  "no_object_weight": 0.1,
  "num_attention_heads": 16,
  "num_blocks": 4,
  "num_channels": 3,
  "num_hidden_layers": 24,
  "num_queries": 200,
  "num_register_tokens": 4,
  "num_upscale_blocks": 2,
  "oversample_ratio": 3.0,
  "patch_size": 16,
  "torch_dtype": "float32",
  "train_num_points": 12544,
  "transformers_version": "4.54.0.dev0",
  "use_swiglu_ffn": false
}