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If you have an issue with training - no-detections / Nan avg-loss / low accuracy:
* read FAQ: https://github.com/AlexeyAB/darknet/wiki/FAQ---frequently-asked-questions
* what command do you use?
* what dataset do you use?
* what Loss and mAP did you get?
* show chart.png with Loss and mAP
* check your dataset - run training with flag -show_imgs i.e. ./darknet detector train ... -show_imgs and look at the aug_...jpg images, do you see correct truth bounded boxes?
* rename your cfg-file to txt-file and drag-n-drop (attach) to your message here
* show content of generated files bad.list and bad_label.list if they exist
* Read How to train (to detect your custom objects) and How to improve object detection in the Readme: https://github.com/AlexeyAB/darknet/blob/master/README.md
* show such screenshot with info
Hello @zhen-yan did you manage to solve this? I too would like to know the training and validation losses for each Epoch along with the mAP for each Epoch. @AlexeyAB do you know how we can achieve this? This is very important for analysing the performance of the models.
If you have an issue with training - no-detections / Nan avg-loss / low accuracy:
* read FAQ: https://github.com/AlexeyAB/darknet/wiki/FAQ---frequently-asked-questions
* what command do you use?
* what dataset do you use?
* what Loss and mAP did you get?
* show chart.png with Loss and mAP
* check your dataset - run training with flag
-show_imgs
i.e../darknet detector train ... -show_imgs
and look at theaug_...jpg
images, do you see correct truth bounded boxes?* rename your cfg-file to txt-file and drag-n-drop (attach) to your message here
* show content of generated files
bad.list
andbad_label.list
if they exist* Read
How to train (to detect your custom objects)
andHow to improve object detection
in the Readme: https://github.com/AlexeyAB/darknet/blob/master/README.md* show such screenshot with info
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