Upload config.json
Browse files- config.json +404 -0
config.json
ADDED
@@ -0,0 +1,404 @@
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1 |
+
{
|
2 |
+
"CUDNN_BENCHMARK": false,
|
3 |
+
"DATALOADER": {
|
4 |
+
"ASPECT_RATIO_GROUPING": true,
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5 |
+
"FILTER_EMPTY_ANNOTATIONS": true,
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6 |
+
"NUM_WORKERS": 4,
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7 |
+
"REPEAT_THRESHOLD": 0,
|
8 |
+
"SAMPLER_TRAIN": "TrainingSampler"
|
9 |
+
},
|
10 |
+
"DATASETS": {
|
11 |
+
"PRECOMPUTED_PROPOSAL_TOPK_TEST": 1000,
|
12 |
+
"PRECOMPUTED_PROPOSAL_TOPK_TRAIN": 2000,
|
13 |
+
"PROPOSAL_FILES_TEST": [],
|
14 |
+
"PROPOSAL_FILES_TRAIN": [],
|
15 |
+
"TEST": [
|
16 |
+
"modele-val"
|
17 |
+
],
|
18 |
+
"TRAIN": [
|
19 |
+
"modele-train"
|
20 |
+
]
|
21 |
+
},
|
22 |
+
"GLOBAL": {
|
23 |
+
"HACK": 1
|
24 |
+
},
|
25 |
+
"INPUT": {
|
26 |
+
"CROP": {
|
27 |
+
"ENABLED": false,
|
28 |
+
"SIZE": [
|
29 |
+
0.9,
|
30 |
+
0.9
|
31 |
+
],
|
32 |
+
"TYPE": "relative_range"
|
33 |
+
},
|
34 |
+
"FORMAT": "BGR",
|
35 |
+
"MASK_FORMAT": "polygon",
|
36 |
+
"MAX_SIZE_TEST": 1333,
|
37 |
+
"MAX_SIZE_TRAIN": 1333,
|
38 |
+
"MIN_SIZE_TEST": 800,
|
39 |
+
"MIN_SIZE_TRAIN": [
|
40 |
+
640,
|
41 |
+
672,
|
42 |
+
704,
|
43 |
+
736,
|
44 |
+
768,
|
45 |
+
800
|
46 |
+
],
|
47 |
+
"MIN_SIZE_TRAIN_SAMPLING": "choice",
|
48 |
+
"RANDOM_FLIP": "horizontal"
|
49 |
+
},
|
50 |
+
"MODEL": {
|
51 |
+
"ANCHOR_GENERATOR": {
|
52 |
+
"ANGLES": [
|
53 |
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[
|
54 |
+
-90,
|
55 |
+
0,
|
56 |
+
90
|
57 |
+
]
|
58 |
+
],
|
59 |
+
"ASPECT_RATIOS": [
|
60 |
+
[
|
61 |
+
0.5,
|
62 |
+
1,
|
63 |
+
2
|
64 |
+
]
|
65 |
+
],
|
66 |
+
"NAME": "DefaultAnchorGenerator",
|
67 |
+
"OFFSET": 0,
|
68 |
+
"SIZES": [
|
69 |
+
[
|
70 |
+
32
|
71 |
+
],
|
72 |
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[
|
73 |
+
64
|
74 |
+
],
|
75 |
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[
|
76 |
+
128
|
77 |
+
],
|
78 |
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[
|
79 |
+
256
|
80 |
+
],
|
81 |
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[
|
82 |
+
512
|
83 |
+
]
|
84 |
+
]
|
85 |
+
},
|
86 |
+
"BACKBONE": {
|
87 |
+
"FREEZE_AT": 2,
|
88 |
+
"NAME": "build_resnet_fpn_backbone"
|
89 |
+
},
|
90 |
+
"DEVICE": "cuda",
|
91 |
+
"FPN": {
|
92 |
+
"FUSE_TYPE": "sum",
|
93 |
+
"IN_FEATURES": [
|
94 |
+
"res2",
|
95 |
+
"res3",
|
96 |
+
"res4",
|
97 |
+
"res5"
|
98 |
+
],
|
99 |
+
"NORM": "",
|
100 |
+
"OUT_CHANNELS": 256
|
101 |
+
},
|
102 |
+
"KEYPOINT_ON": false,
|
103 |
+
"LOAD_PROPOSALS": false,
|
104 |
+
"MASK_ON": true,
|
105 |
+
"META_ARCHITECTURE": "GeneralizedRCNN",
|
106 |
+
"PANOPTIC_FPN": {
|
107 |
+
"COMBINE": {
|
108 |
+
"ENABLED": true,
|
109 |
+
"INSTANCES_CONFIDENCE_THRESH": 0.5,
|
110 |
+
"OVERLAP_THRESH": 0.5,
|
111 |
+
"STUFF_AREA_LIMIT": 4096
|
112 |
+
},
|
113 |
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"INSTANCE_LOSS_WEIGHT": 1
|
114 |
+
},
|
115 |
+
"PIXEL_MEAN": [
|
116 |
+
103.53,
|
117 |
+
116.28,
|
118 |
+
123.675
|
119 |
+
],
|
120 |
+
"PIXEL_STD": [
|
121 |
+
1,
|
122 |
+
1,
|
123 |
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1
|
124 |
+
],
|
125 |
+
"PROPOSAL_GENERATOR": {
|
126 |
+
"MIN_SIZE": 0,
|
127 |
+
"NAME": "RPN"
|
128 |
+
},
|
129 |
+
"RESNETS": {
|
130 |
+
"DEFORM_MODULATED": false,
|
131 |
+
"DEFORM_NUM_GROUPS": 1,
|
132 |
+
"DEFORM_ON_PER_STAGE": [
|
133 |
+
false,
|
134 |
+
false,
|
135 |
+
false,
|
136 |
+
false
|
137 |
+
],
|
138 |
+
"DEPTH": 50,
|
139 |
+
"NORM": "FrozenBN",
|
140 |
+
"NUM_GROUPS": 1,
|
141 |
+
"OUT_FEATURES": [
|
142 |
+
"res2",
|
143 |
+
"res3",
|
144 |
+
"res4",
|
145 |
+
"res5"
|
146 |
+
],
|
147 |
+
"RES2_OUT_CHANNELS": 256,
|
148 |
+
"RES5_DILATION": 1,
|
149 |
+
"STEM_OUT_CHANNELS": 64,
|
150 |
+
"STRIDE_IN_1X1": true,
|
151 |
+
"WIDTH_PER_GROUP": 64
|
152 |
+
},
|
153 |
+
"RETINANET": {
|
154 |
+
"BBOX_REG_LOSS_TYPE": "smooth_l1",
|
155 |
+
"BBOX_REG_WEIGHTS": [
|
156 |
+
1,
|
157 |
+
1,
|
158 |
+
1,
|
159 |
+
1
|
160 |
+
],
|
161 |
+
"FOCAL_LOSS_ALPHA": 0.25,
|
162 |
+
"FOCAL_LOSS_GAMMA": 2,
|
163 |
+
"IN_FEATURES": [
|
164 |
+
"p3",
|
165 |
+
"p4",
|
166 |
+
"p5",
|
167 |
+
"p6",
|
168 |
+
"p7"
|
169 |
+
],
|
170 |
+
"IOU_LABELS": [
|
171 |
+
0,
|
172 |
+
-1,
|
173 |
+
1
|
174 |
+
],
|
175 |
+
"IOU_THRESHOLDS": [
|
176 |
+
0.4,
|
177 |
+
0.5
|
178 |
+
],
|
179 |
+
"NMS_THRESH_TEST": 0.5,
|
180 |
+
"NORM": "",
|
181 |
+
"NUM_CLASSES": 80,
|
182 |
+
"NUM_CONVS": 4,
|
183 |
+
"PRIOR_PROB": 0.01,
|
184 |
+
"SCORE_THRESH_TEST": 0.05,
|
185 |
+
"SMOOTH_L1_LOSS_BETA": 0.1,
|
186 |
+
"TOPK_CANDIDATES_TEST": 1000
|
187 |
+
},
|
188 |
+
"ROI_BOX_CASCADE_HEAD": {
|
189 |
+
"BBOX_REG_WEIGHTS": [
|
190 |
+
[
|
191 |
+
10,
|
192 |
+
10,
|
193 |
+
5,
|
194 |
+
5
|
195 |
+
],
|
196 |
+
[
|
197 |
+
20,
|
198 |
+
20,
|
199 |
+
10,
|
200 |
+
10
|
201 |
+
],
|
202 |
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[
|
203 |
+
30,
|
204 |
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30,
|
205 |
+
15,
|
206 |
+
15
|
207 |
+
]
|
208 |
+
],
|
209 |
+
"IOUS": [
|
210 |
+
0.5,
|
211 |
+
0.6,
|
212 |
+
0.7
|
213 |
+
]
|
214 |
+
},
|
215 |
+
"ROI_BOX_HEAD": {
|
216 |
+
"BBOX_REG_LOSS_TYPE": "smooth_l1",
|
217 |
+
"BBOX_REG_LOSS_WEIGHT": 1,
|
218 |
+
"BBOX_REG_WEIGHTS": [
|
219 |
+
10,
|
220 |
+
10,
|
221 |
+
5,
|
222 |
+
5
|
223 |
+
],
|
224 |
+
"CLS_AGNOSTIC_BBOX_REG": false,
|
225 |
+
"CONV_DIM": 256,
|
226 |
+
"FC_DIM": 1024,
|
227 |
+
"NAME": "FastRCNNConvFCHead",
|
228 |
+
"NORM": "",
|
229 |
+
"NUM_CONV": 0,
|
230 |
+
"NUM_FC": 2,
|
231 |
+
"POOLER_RESOLUTION": 7,
|
232 |
+
"POOLER_SAMPLING_RATIO": 0,
|
233 |
+
"POOLER_TYPE": "ROIAlignV2",
|
234 |
+
"SMOOTH_L1_BETA": 0,
|
235 |
+
"TRAIN_ON_PRED_BOXES": false
|
236 |
+
},
|
237 |
+
"ROI_HEADS": {
|
238 |
+
"BATCH_SIZE_PER_IMAGE": 512,
|
239 |
+
"IN_FEATURES": [
|
240 |
+
"p2",
|
241 |
+
"p3",
|
242 |
+
"p4",
|
243 |
+
"p5"
|
244 |
+
],
|
245 |
+
"IOU_LABELS": [
|
246 |
+
0,
|
247 |
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1
|
248 |
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],
|
249 |
+
"IOU_THRESHOLDS": [
|
250 |
+
0.5
|
251 |
+
],
|
252 |
+
"NAME": "StandardROIHeads",
|
253 |
+
"NMS_THRESH_TEST": 0.5,
|
254 |
+
"NUM_CLASSES": 2,
|
255 |
+
"POSITIVE_FRACTION": 0.25,
|
256 |
+
"PROPOSAL_APPEND_GT": true,
|
257 |
+
"SCORE_THRESH_TEST": 0.05
|
258 |
+
},
|
259 |
+
"ROI_KEYPOINT_HEAD": {
|
260 |
+
"CONV_DIMS": [
|
261 |
+
512,
|
262 |
+
512,
|
263 |
+
512,
|
264 |
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512,
|
265 |
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512,
|
266 |
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512,
|
267 |
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512,
|
268 |
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512
|
269 |
+
],
|
270 |
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"LOSS_WEIGHT": 1,
|
271 |
+
"MIN_KEYPOINTS_PER_IMAGE": 1,
|
272 |
+
"NAME": "KRCNNConvDeconvUpsampleHead",
|
273 |
+
"NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS": true,
|
274 |
+
"NUM_KEYPOINTS": 17,
|
275 |
+
"POOLER_RESOLUTION": 14,
|
276 |
+
"POOLER_SAMPLING_RATIO": 0,
|
277 |
+
"POOLER_TYPE": "ROIAlignV2"
|
278 |
+
},
|
279 |
+
"ROI_MASK_HEAD": {
|
280 |
+
"CLS_AGNOSTIC_MASK": false,
|
281 |
+
"CONV_DIM": 256,
|
282 |
+
"NAME": "MaskRCNNConvUpsampleHead",
|
283 |
+
"NORM": "",
|
284 |
+
"NUM_CONV": 4,
|
285 |
+
"POOLER_RESOLUTION": 14,
|
286 |
+
"POOLER_SAMPLING_RATIO": 0,
|
287 |
+
"POOLER_TYPE": "ROIAlignV2"
|
288 |
+
},
|
289 |
+
"RPN": {
|
290 |
+
"BATCH_SIZE_PER_IMAGE": 256,
|
291 |
+
"BBOX_REG_LOSS_TYPE": "smooth_l1",
|
292 |
+
"BBOX_REG_LOSS_WEIGHT": 1,
|
293 |
+
"BBOX_REG_WEIGHTS": [
|
294 |
+
1,
|
295 |
+
1,
|
296 |
+
1,
|
297 |
+
1
|
298 |
+
],
|
299 |
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"BOUNDARY_THRESH": -1,
|
300 |
+
"HEAD_NAME": "StandardRPNHead",
|
301 |
+
"IN_FEATURES": [
|
302 |
+
"p2",
|
303 |
+
"p3",
|
304 |
+
"p4",
|
305 |
+
"p5",
|
306 |
+
"p6"
|
307 |
+
],
|
308 |
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"IOU_LABELS": [
|
309 |
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0,
|
310 |
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-1,
|
311 |
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1
|
312 |
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],
|
313 |
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"IOU_THRESHOLDS": [
|
314 |
+
0.3,
|
315 |
+
0.7
|
316 |
+
],
|
317 |
+
"LOSS_WEIGHT": 1,
|
318 |
+
"NMS_THRESH": 0.7,
|
319 |
+
"POSITIVE_FRACTION": 0.5,
|
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