PyTorch-YOLOv3
PyTorch-YOLOv3 copied to clipboard
Anyone has trained voc dataset succussfully?
Hello, I have trained VOC dataset for more than 100 epochs, but got poor mAP like follow picture, could you give me some advice?
61 0.385491111925769
+-------+-------------+---------+
| Index | Class name | AP |
+-------+-------------+---------+
| 0 | aeroplane | 0.52876 |
| 1 | bicycle | 0.51916 |
| 2 | bird | 0.21619 |
| 3 | boat | 0.20655 |
| 4 | bottle | 0.17592 |
| 5 | bus | 0.49210 |
| 6 | car | 0.65309 |
| 7 | cat | 0.37413 |
| 8 | chair | 0.27039 |
| 9 | cow | 0.32184 |
| 10 | diningtable | 0.29266 |
| 11 | dog | 0.32523 |
| 12 | horse | 0.49650 |
| 13 | motorbike | 0.41374 |
| 14 | person | 0.63095 |
| 15 | pottedplant | 0.13953 |
| 16 | sheep | 0.32720 |
| 17 | sofa | 0.39814 |
| 18 | train | 0.42953 |
| 19 | tvmonitor | 0.49823 |
+-------+-------------+---------+
@ArtyZe Same observation. Came up with any idea ?
@ArtyZe Same observation. Came up with any idea ?
No better way but change to another repo :( https://github.com/Peterisfar/YOLOV3.git This one works well in voc dataset. I have trained successfully