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AlexeyAB / darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
http://pjreddie.com/darknet/
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No mAP and strange IOU in validation #943

Open yujianxiang opened 6 years ago

yujianxiang commented 6 years ago

I use this command to clone Darknet YOLO3: git clone https://github.com/pjreddie/darknet

After training for 60k iteration(I am confused why it is not stopped at 45k), to validate some of previous weights use this commands: ./darknet detector map data/obj.data cfg/yolov3-obj.cfg backup/yolov3-obj_60000.weights

It gets nothing.

Then, I use the following command: ./darknet detector recall data/obj.data cfg/yolov3-obj.cfg backup/yolov3-obj_60000.weights

This is part of the result: Loading weights from backup/yolov3-obj_60000.weights...Done! Learning Rate: 0.001, Momentum: 0.9, Decay: 0.0005 0 2 2 RPs/Img: 3.00 IOU: 81.07% Recall:100.00% 1 2 4 RPs/Img: 1.50 IOU: 40.53% Recall:50.00% 2 3 6 RPs/Img: 1.33 IOU: 43.38% Recall:50.00% 3 5 8 RPs/Img: 1.00 IOU: 63546436.00% Recall:62.50% 4 6 10 RPs/Img: 1.00 IOU: inf% Recall:60.00% 5 7 11 RPs/Img: 1.33 IOU: inf% Recall:63.64% 6 7 12 RPs/Img: 1.14 IOU: inf% Recall:58.33% 7 7 14 RPs/Img: 1.50 IOU: inf% Recall:50.00% 8 7 15 RPs/Img: 1.33 IOU: inf% Recall:46.67% 9 7 18 RPs/Img: 1.40 IOU: inf% Recall:38.89% 10 8 20 RPs/Img: 1.64 IOU: inf% Recall:40.00% 11 8 22 RPs/Img: 2.08 IOU: inf% Recall:36.36% 12 9 23 RPs/Img: 2.46 IOU: inf% Recall:39.13% 13 10 24 RPs/Img: 2.71 IOU: inf% Recall:41.67% 14 11 25 RPs/Img: 3.20 IOU: inf% Recall:44.00% 15 12 26 RPs/Img: 3.00 IOU: inf% Recall:46.15% 16 13 27 RPs/Img: 2.94 IOU: inf% Recall:48.15% 17 14 28 RPs/Img: 2.78 IOU: inf% Recall:50.00% 18 18 32 RPs/Img: 3.05 IOU: inf% Recall:56.25% 19 18 33 RPs/Img: 2.90 IOU: inf% Recall:54.55% 20 21 36 RPs/Img: 2.90 IOU: inf% Recall:58.33% 21 23 38 RPs/Img: 2.91 IOU: inf% Recall:60.53% 22 25 43 RPs/Img: 2.78 IOU: inf% Recall:58.14% 23 27 45 RPs/Img: 2.67 IOU: inf% Recall:60.00% 24 27 47 RPs/Img: 2.56 IOU: inf% Recall:57.45% 25 28 49 RPs/Img: 2.50 IOU: inf% Recall:57.14% 26 28 50 RPs/Img: 2.44 IOU: inf% Recall:56.00% 27 31 55 RPs/Img: 2.82 IOU: inf% Recall:56.36% 28 32 56 RPs/Img: 2.72 IOU: inf% Recall:57.14% 29 33 57 RPs/Img: 2.70 IOU: inf% Recall:57.89% 30 33 58 RPs/Img: 2.65 IOU: inf% Recall:56.90% 31 34 59 RPs/Img: 2.56 IOU: inf% Recall:57.63% 32 34 60 RPs/Img: 2.48 IOU: inf% Recall:56.67% 33 35 61 RPs/Img: 2.62 IOU: inf% Recall:57.38% 34 38 67 RPs/Img: 2.63 IOU: inf% Recall:56.72% 35 40 69 RPs/Img: 2.64 IOU: inf% Recall:57.97% 36 40 72 RPs/Img: 2.57 IOU: inf% Recall:55.56% 37 41 74 RPs/Img: 2.50 IOU: inf% Recall:55.41% 38 43 77 RPs/Img: 2.49 IOU: inf% Recall:55.84% 39 43 78 RPs/Img: 2.45 IOU: inf% Recall:55.13% 40 45 80 RPs/Img: 2.44 IOU: inf% Recall:56.25% 41 48 83 RPs/Img: 2.45 IOU: inf% Recall:57.83% 42 50 85 RPs/Img: 2.51 IOU: inf% Recall:58.82% 43 51 86 RPs/Img: 2.48 IOU: inf% Recall:59.30% 44 51 87 RPs/Img: 2.44 IOU: inf% Recall:58.62% 45 52 88 RPs/Img: 2.43 IOU: inf% Recall:59.09% 46 52 89 RPs/Img: 2.38 IOU: inf% Recall:58.43% 47 52 90 RPs/Img: 2.33 IOU: inf% Recall:57.78% 48 52 91 RPs/Img: 2.29 IOU: inf% Recall:57.14% 49 54 93 RPs/Img: 2.28 IOU: inf% Recall:58.06% 50 54 94 RPs/Img: 2.24 IOU: inf% Recall:57.45% 51 55 95 RPs/Img: 2.21 IOU: inf% Recall:57.89% 52 61 102 RPs/Img: 2.26 IOU: inf% Recall:59.80% 53 62 103 RPs/Img: 2.28 IOU: inf% Recall:60.19% 54 62 105 RPs/Img: 2.24 IOU: inf% Recall:59.05% 55 63 106 RPs/Img: 2.21 IOU: inf% Recall:59.43% 56 65 108 RPs/Img: 2.25 IOU: inf% Recall:60.19% 57 66 109 RPs/Img: 2.22 IOU: inf% Recall:60.55% 58 67 110 RPs/Img: 2.24 IOU: inf% Recall:60.91% 59 67 111 RPs/Img: 2.20 IOU: inf% Recall:60.36% 60 67 113 RPs/Img: 2.16 IOU: inf% Recall:59.29% 61 67 116 RPs/Img: 2.13 IOU: inf% Recall:57.76% 62 68 117 RPs/Img: 2.11 IOU: inf% Recall:58.12% 63 68 118 RPs/Img: 2.12 IOU: inf% Recall:57.63% 64 69 119 RPs/Img: 2.11 IOU: inf% Recall:57.98% 65 70 120 RPs/Img: 2.09 IOU: inf% Recall:58.33% 66 70 121 RPs/Img: 2.06 IOU: inf% Recall:57.85% 67 70 123 RPs/Img: 2.03 IOU: inf% Recall:56.91% 68 71 124 RPs/Img: 2.01 IOU: inf% Recall:57.26% 69 73 126 RPs/Img: 2.01 IOU: inf% Recall:57.94% 70 74 128 RPs/Img: 2.01 IOU: inf% Recall:57.81% 71 74 129 RPs/Img: 2.00 IOU: inf% Recall:57.36% 72 74 131 RPs/Img: 1.97 IOU: inf% Recall:56.49% 73 75 132 RPs/Img: 1.97 IOU: inf% Recall:56.82% 74 76 133 RPs/Img: 1.96 IOU: inf% Recall:57.14% 75 79 136 RPs/Img: 1.93 IOU: inf% Recall:58.09% 76 80 138 RPs/Img: 1.95 IOU: inf% Recall:57.97% 77 84 143 RPs/Img: 1.97 IOU: inf% Recall:58.74% 78 86 145 RPs/Img: 1.97 IOU: inf% Recall:59.31% 79 87 146 RPs/Img: 1.98 IOU: inf% Recall:59.59% 80 88 148 RPs/Img: 1.95 IOU: inf% Recall:59.46% 81 88 149 RPs/Img: 1.94 IOU: inf% Recall:59.06% 82 89 150 RPs/Img: 1.94 IOU: inf% Recall:59.33% 83 89 151 RPs/Img: 1.92 IOU: inf% Recall:58.94% 84 91 153 RPs/Img: 1.94 IOU: inf% Recall:59.48% 85 93 156 RPs/Img: 1.98 IOU: inf% Recall:59.62% 86 94 157 RPs/Img: 1.95 IOU: inf% Recall:59.87% 87 95 158 RPs/Img: 1.95 IOU: inf% Recall:60.13% 88 96 159 RPs/Img: 1.99 IOU: inf% Recall:60.38% 89 97 160 RPs/Img: 1.98 IOU: inf% Recall:60.62% 90 97 161 RPs/Img: 1.97 IOU: inf% Recall:60.25% 91 99 163 RPs/Img: 1.99 IOU: inf% Recall:60.74% 92 100 165 RPs/Img: 1.98 IOU: inf% Recall:60.61% 93 101 166 RPs/Img: 2.05 IOU: inf% Recall:60.84% 94 103 168 RPs/Img: 2.05 IOU: inf% Recall:61.31% 95 103 169 RPs/Img: 2.03 IOU: inf% Recall:60.95% 96 104 170 RPs/Img: 2.02 IOU: inf% Recall:61.18% 97 105 171 RPs/Img: 2.00 IOU: inf% Recall:61.40% 98 106 172 RPs/Img: 2.05 IOU: inf% Recall:61.63% 99 107 173 RPs/Img: 2.04 IOU: inf% Recall:61.85% 100 108 174 RPs/Img: 2.08 IOU: inf% Recall:62.07% 101 108 175 RPs/Img: 2.09 IOU: inf% Recall:61.71% 102 110 177 RPs/Img: 2.09 IOU: inf% Recall:62.15% 103 112 179 RPs/Img: 2.15 IOU: inf% Recall:62.57% 104 112 181 RPs/Img: 2.13 IOU: inf% Recall:61.88% 105 112 182 RPs/Img: 2.21 IOU: inf% Recall:61.54% 106 112 183 RPs/Img: 2.27 IOU: inf% Recall:61.20% 107 113 184 RPs/Img: 2.29 IOU: inf% Recall:61.41% 108 114 185 RPs/Img: 2.30 IOU: inf% Recall:61.62% 109 115 186 RPs/Img: 2.32 IOU: inf% Recall:61.83% 110 115 188 RPs/Img: 2.30 IOU: inf% Recall:61.17% 111 115 190 RPs/Img: 2.28 IOU: inf% Recall:60.53% 112 116 193 RPs/Img: 2.27 IOU: inf% Recall:60.10% 113 116 194 RPs/Img: 2.25 IOU: inf% Recall:59.79% 114 117 195 RPs/Img: 2.25 IOU: inf% Recall:60.00% 115 118 196 RPs/Img: 2.32 IOU: inf% Recall:60.20% 116 119 197 RPs/Img: 2.32 IOU: inf% Recall:60.41% 117 119 198 RPs/Img: 2.30 IOU: inf% Recall:60.10% 118 120 199 RPs/Img: 2.29 IOU: inf% Recall:60.30% 119 120 200 RPs/Img: 2.27 IOU: inf% Recall:60.00% 120 121 201 RPs/Img: 2.26 IOU: inf% Recall:60.20% 121 122 202 RPs/Img: 2.26 IOU: inf% Recall:60.40% 122 124 204 RPs/Img: 2.27 IOU: inf% Recall:60.78% 123 125 205 RPs/Img: 2.26 IOU: inf% Recall:60.98% 124 126 206 RPs/Img: 2.26 IOU: inf% Recall:61.17% 125 126 207 RPs/Img: 2.24 IOU: inf% Recall:60.87% 126 128 209 RPs/Img: 2.24 IOU: inf% Recall:61.24% 127 128 210 RPs/Img: 2.22 IOU: inf% Recall:60.95% 128 129 212 RPs/Img: 2.21 IOU: inf% Recall:60.85% 129 130 213 RPs/Img: 2.19 IOU: inf% Recall:61.03% 130 130 214 RPs/Img: 2.19 IOU: inf% Recall:60.75% 131 131 217 RPs/Img: 2.19 IOU: inf% Recall:60.37% 132 132 218 RPs/Img: 2.18 IOU: inf% Recall:60.55% 133 134 220 RPs/Img: 2.18 IOU: inf% Recall:60.91% 134 135 221 RPs/Img: 2.17 IOU: inf% Recall:61.09% 135 136 222 RPs/Img: 2.15 IOU: inf% Recall:61.26% 136 137 223 RPs/Img: 2.14 IOU: inf% Recall:61.43% 137 138 224 RPs/Img: 2.13 IOU: inf% Recall:61.61% 138 140 226 RPs/Img: 2.13 IOU: inf% Recall:61.95% 139 143 229 RPs/Img: 2.15 IOU: inf% Recall:62.45% 140 145 231 RPs/Img: 2.15 IOU: inf% Recall:62.77% 141 146 232 RPs/Img: 2.16 IOU: inf% Recall:62.93% 142 148 234 RPs/Img: 2.16 IOU: inf% Recall:63.25% 143 149 235 RPs/Img: 2.18 IOU: inf% Recall:63.40% 144 150 236 RPs/Img: 2.17 IOU: inf% Recall:63.56% 145 159 246 RPs/Img: 2.22 IOU: inf% Recall:64.63% 146 159 247 RPs/Img: 2.24 IOU: inf% Recall:64.37% 147 160 248 RPs/Img: 2.22 IOU: inf% Recall:64.52% 148 162 250 RPs/Img: 2.21 IOU: inf% Recall:64.80% 149 164 252 RPs/Img: 2.21 IOU: inf% Recall:65.08% 150 165 253 RPs/Img: 2.22 IOU: inf% Recall:65.22% 151 166 254 RPs/Img: 2.20 IOU: inf% Recall:65.35% 152 167 255 RPs/Img: 2.19 IOU: inf% Recall:65.49% 153 168 256 RPs/Img: 2.21 IOU: inf% Recall:65.62% 154 169 257 RPs/Img: 2.21 IOU: inf% Recall:65.76% 155 170 258 RPs/Img: 2.20 IOU: inf% Recall:65.89% 156 170 259 RPs/Img: 2.20 IOU: inf% Recall:65.64% 157 174 264 RPs/Img: 2.23 IOU: inf% Recall:65.91% 158 175 265 RPs/Img: 2.23 IOU: inf% Recall:66.04% 159 176 266 RPs/Img: 2.22 IOU: inf% Recall:66.17% 160 178 268 RPs/Img: 2.23 IOU: inf% Recall:66.42% 161 178 270 RPs/Img: 2.22 IOU: inf% Recall:65.93% 162 179 271 RPs/Img: 2.20 IOU: inf% Recall:66.05% 163 180 272 RPs/Img: 2.20 IOU: inf% Recall:66.18% 164 180 273 RPs/Img: 2.18 IOU: inf% Recall:65.93% 165 181 274 RPs/Img: 2.19 IOU: inf% Recall:66.06% 166 183 276 RPs/Img: 2.19 IOU: inf% Recall:66.30% 167 184 277 RPs/Img: 2.19 IOU: inf% Recall:66.43% 168 186 279 RPs/Img: 2.20 IOU: inf% Recall:66.67% 169 186 280 RPs/Img: 2.18 IOU: inf% Recall:66.43% 170 187 285 RPs/Img: 2.18 IOU: inf% Recall:65.61% 171 188 287 RPs/Img: 2.16 IOU: inf% Recall:65.51% 172 188 289 RPs/Img: 2.15 IOU: inf% Recall:65.05% 173 188 290 RPs/Img: 2.14 IOU: inf% Recall:64.83% 174 190 292 RPs/Img: 2.14 IOU: inf% Recall:65.07% 175 192 294 RPs/Img: 2.15 IOU: inf% Recall:65.31% 176 194 296 RPs/Img: 2.18 IOU: inf% Recall:65.54% 177 201 303 RPs/Img: 2.25 IOU: inf% Recall:66.34% 178 201 304 RPs/Img: 2.23 IOU: inf% Recall:66.12% 179 201 305 RPs/Img: 2.22 IOU: inf% Recall:65.90% 180 201 306 RPs/Img: 2.22 IOU: inf% Recall:65.69% 181 201 307 RPs/Img: 2.20 IOU: inf% Recall:65.47% 182 201 308 RPs/Img: 2.19 IOU: inf% Recall:65.26% 183 201 309 RPs/Img: 2.18 IOU: inf% Recall:65.05% 184 201 311 RPs/Img: 2.17 IOU: inf% Recall:64.63% 185 202 312 RPs/Img: 2.17 IOU: inf% Recall:64.74% 186 203 313 RPs/Img: 2.17 IOU: inf% Recall:64.86% 187 204 314 RPs/Img: 2.15 IOU: inf% Recall:64.97% 188 205 315 RPs/Img: 2.15 IOU: inf% Recall:65.08% 189 206 316 RPs/Img: 2.14 IOU: inf% Recall:65.19% 190 207 319 RPs/Img: 2.14 IOU: inf% Recall:64.89% 191 207 322 RPs/Img: 2.13 IOU: inf% Recall:64.29% 192 211 326 RPs/Img: 2.16 IOU: inf% Recall:64.72% 193 211 327 RPs/Img: 2.14 IOU: inf% Recall:64.53% 194 211 328 RPs/Img: 2.16 IOU: inf% Recall:64.33% 195 212 329 RPs/Img: 2.17 IOU: inf% Recall:64.44% 196 212 330 RPs/Img: 2.16 IOU: inf% Recall:64.24% 197 215 333 RPs/Img: 2.20 IOU: inf% Recall:64.56% 198 216 334 RPs/Img: 2.21 IOU: inf% Recall:64.67% 199 218 337 RPs/Img: 2.20 IOU: inf% Recall:64.69% 200 218 338 RPs/Img: 2.19 IOU: inf% Recall:64.50% 201 218 339 RPs/Img: 2.18 IOU: inf% Recall:64.31% 202 218 342 RPs/Img: 2.17 IOU: inf% Recall:63.74% 203 220 344 RPs/Img: 2.17 IOU: inf% Recall:63.95% 204 220 345 RPs/Img: 2.19 IOU: inf% Recall:63.77% 205 220 347 RPs/Img: 2.17 IOU: inf% Recall:63.40% 206 221 348 RPs/Img: 2.17 IOU: inf% Recall:63.51% 207 221 351 RPs/Img: 2.16 IOU: inf% Recall:62.96% 208 222 352 RPs/Img: 2.15 IOU: inf% Recall:63.07% 209 223 353 RPs/Img: 2.15 IOU: inf% Recall:63.17% 210 225 355 RPs/Img: 2.15 IOU: inf% Recall:63.38% 211 226 360 RPs/Img: 2.15 IOU: inf% Recall:62.78% 212 227 361 RPs/Img: 2.15 IOU: inf% Recall:62.88% 213 227 362 RPs/Img: 2.14 IOU: inf% Recall:62.71% 214 228 363 RPs/Img: 2.15 IOU: inf% Recall:62.81% 215 229 364 RPs/Img: 2.14 IOU: inf% Recall:62.91% 216 230 366 RPs/Img: 2.14 IOU: inf% Recall:62.84% 217 231 367 RPs/Img: 2.14 IOU: inf% Recall:62.94% 218 232 370 RPs/Img: 2.14 IOU: inf% Recall:62.70% 219 232 371 RPs/Img: 2.13 IOU: inf% Recall:62.53% 220 233 374 RPs/Img: 2.12 IOU: inf% Recall:62.30% 221 233 375 RPs/Img: 2.12 IOU: inf% Recall:62.13% 222 233 379 RPs/Img: 2.11 IOU: inf% Recall:61.48% 223 233 380 RPs/Img: 2.11 IOU: inf% Recall:61.32% 224 233 382 RPs/Img: 2.10 IOU: inf% Recall:60.99% 225 234 383 RPs/Img: 2.09 IOU: inf% Recall:61.10% 226 235 384 RPs/Img: 2.08 IOU: inf% Recall:61.20% 227 236 385 RPs/Img: 2.08 IOU: inf% Recall:61.30% 228 236 386 RPs/Img: 2.10 IOU: inf% Recall:61.14% 229 237 388 RPs/Img: 2.09 IOU: inf% Recall:61.08% 230 238 389 RPs/Img: 2.13 IOU: inf% Recall:61.18% 231 239 390 RPs/Img: 2.15 IOU: inf% Recall:61.28% 232 240 391 RPs/Img: 2.18 IOU: inf% Recall:61.38% 233 242 393 RPs/Img: 2.18 IOU: inf% Recall:61.58% 234 244 395 RPs/Img: 2.17 IOU: inf% Recall:61.77% 235 245 396 RPs/Img: 2.17 IOU: inf% Recall:61.87% 236 246 397 RPs/Img: 2.16 IOU: inf% Recall:61.96% 237 246 398 RPs/Img: 2.15 IOU: inf% Recall:61.81% 238 247 399 RPs/Img: 2.14 IOU: inf% Recall:61.90% 239 247 400 RPs/Img: 2.13 IOU: inf% Recall:61.75% 240 249 403 RPs/Img: 2.13 IOU: inf% Recall:61.79% 241 250 404 RPs/Img: 2.13 IOU: inf% Recall:61.88% 242 251 405 RPs/Img: 2.12 IOU: inf% Recall:61.98% 243 253 407 RPs/Img: 2.12 IOU: inf% Recall:62.16% 244 254 409 RPs/Img: 2.11 IOU: inf% Recall:62.10% 245 255 411 RPs/Img: 2.11 IOU: inf% Recall:62.04% 246 255 414 RPs/Img: 2.10 IOU: inf% Recall:61.59% 247 255 415 RPs/Img: 2.09 IOU: inf% Recall:61.45% 248 256 416 RPs/Img: 2.10 IOU: inf% Recall:61.54% 249 257 417 RPs/Img: 2.10 IOU: inf% Recall:61.63% 250 257 420 RPs/Img: 2.09 IOU: inf% Recall:61.19% 251 258 422 RPs/Img: 2.09 IOU: inf% Recall:61.14% 252 259 423 RPs/Img: 2.08 IOU: inf% Recall:61.23% 253 261 425 RPs/Img: 2.08 IOU: inf% Recall:61.41% 254 263 428 RPs/Img: 2.09 IOU: inf% Recall:61.45% 255 264 430 RPs/Img: 2.09 IOU: inf% Recall:61.40% 256 270 437 RPs/Img: 2.10 IOU: inf% Recall:61.78% 257 271 438 RPs/Img: 2.10 IOU: inf% Recall:61.87% 258 272 439 RPs/Img: 2.09 IOU: inf% Recall:61.96% 259 276 445 RPs/Img: 2.11 IOU: inf% Recall:62.02% 260 277 446 RPs/Img: 2.11 IOU: inf% Recall:62.11% 261 278 447 RPs/Img: 2.11 IOU: inf% Recall:62.19% 262 279 448 RPs/Img: 2.11 IOU: inf% Recall:62.28% 263 280 450 RPs/Img: 2.11 IOU: inf% Recall:62.22% 264 281 451 RPs/Img: 2.10 IOU: inf% Recall:62.31% 265 282 452 RPs/Img: 2.09 IOU: inf% Recall:62.39% 266 283 454 RPs/Img: 2.08 IOU: inf% Recall:62.33% 267 283 455 RPs/Img: 2.08 IOU: inf% Recall:62.20% 268 283 456 RPs/Img: 2.07 IOU: inf% Recall:62.06% 269 285 458 RPs/Img: 2.07 IOU: inf% Recall:62.23% 270 288 461 RPs/Img: 2.10 IOU: inf% Recall:62.47% 271 288 462 RPs/Img: 2.09 IOU: inf% Recall:62.34% 272 290 464 RPs/Img: 2.10 IOU: inf% Recall:62.50% 273 291 465 RPs/Img: 2.09 IOU: inf% Recall:62.58% 274 292 466 RPs/Img: 2.08 IOU: inf% Recall:62.66% 275 293 468 RPs/Img: 2.08 IOU: inf% Recall:62.61% 276 294 469 RPs/Img: 2.08 IOU: inf% Recall:62.69% 277 296 472 RPs/Img: 2.07 IOU: inf% Recall:62.71% 278 297 473 RPs/Img: 2.07 IOU: inf% Recall:62.79% 279 298 474 RPs/Img: 2.06 IOU: inf% Recall:62.87% 280 300 476 RPs/Img: 2.06 IOU: inf% Recall:63.03% 281 301 477 RPs/Img: 2.05 IOU: inf% Recall:63.10% 282 302 478 RPs/Img: 2.05 IOU: inf% Recall:63.18% 283 303 479 RPs/Img: 2.04 IOU: inf% Recall:63.26% 284 304 480 RPs/Img: 2.04 IOU: inf% Recall:63.33% 285 307 483 RPs/Img: 2.05 IOU: inf% Recall:63.56% 286 309 485 RPs/Img: 2.05 IOU: inf% Recall:63.71% 287 310 486 RPs/Img: 2.05 IOU: inf% Recall:63.79% 288 311 487 RPs/Img: 2.04 IOU: inf% Recall:63.86% 289 312 488 RPs/Img: 2.03 IOU: inf% Recall:63.93% 290 313 491 RPs/Img: 2.03 IOU: inf% Recall:63.75% 291 314 492 RPs/Img: 2.03 IOU: inf% Recall:63.82% 292 315 493 RPs/Img: 2.03 IOU: inf% Recall:63.89% 293 315 496 RPs/Img: 2.02 IOU: inf% Recall:63.51% 294 316 497 RPs/Img: 2.02 IOU: inf% Recall:63.58% 295 318 500 RPs/Img: 2.02 IOU: inf% Recall:63.60%

I haven't found the mAP, and other indicators. Also, what's this IOU results mean?

This is my obj.data: classes= 3 train = /home/md-research/darknet/train.txt valid = /home/md-research/darknet/valid.txt names = data/obj.names backup = backup

Hope for any suggestions, thanks a lot.

AlexeyAB commented 6 years ago

I use this command to clone Darknet YOLO3: git clone https://github.com/pjreddie/darknet

After training for 60k iteration(I am confused why it is not stopped at 45k), to validate some of previous weights use this commands: ./darknet detector map data/obj.data cfg/yolov3-obj.cfg backup/yolov3-obj_60000.weights

./darknet detector map is implemented only in this GitHub repository.

Do: git clone https://github.com/AlexeyAB/darknet