hukenovs / hagrid

HAnd Gesture Recognition Image Dataset
https://arxiv.org/abs/2206.08219
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Unable to achieve the given mAP when training on the SSDLiteMobileNetV3Large model #74

Open ghhhgfgh opened 1 month ago

ghhhgfgh commented 1 month ago

I am using five types(like, fist,palm, peace and no_gesture) to train my own SSDLiteMobileNetV3Large model. My config file is here myconfig.txt

And here is how I place my data and annotations. tree

After training for two whole days, my model only achieves a mAP of around 0.4-0.5. Additionally, when I use the trained .pth file with demo.py, it can only detect the fist gesture.

Can someone help me identify what might be going wrong? Thanks!