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Anyone has trained voc dataset succussfully?

Open ArtyZe opened this issue 5 years ago • 2 comments

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 avatar Jul 08 '20 06:07 ArtyZe

@ArtyZe Same observation. Came up with any idea ?

abhiagwl4262 avatar Aug 18 '20 13:08 abhiagwl4262

@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

ArtyZe avatar Aug 20 '20 07:08 ArtyZe