toandaominh1997 / EfficientDet.Pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
MIT License
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Training results in detections at all anchorboxes #139

Open aaronrmm opened 4 years ago

aaronrmm commented 4 years ago

After training on the VOC2007 dataset with default options except epochs=5, and efficientdet-d2, I am getting detections of all classes at all anchorboxes when using both eval.py and demo.py. Changing thresholds to 0.99+ does not curb the detections.

I get the same result when training with a very tiny dataset with fewer epochs. Additionally my validation mAP is always 0, even when I evaluate on the training set.

I am using Luke Melas's backbone as suggested in this issue#111.

Here is the output for python demo.py --cam -w=./saved/weights/VOC/efficientdet-d2/checkpoint_5.pth -t=.999 -it=.999 : Detection_screenshot_30 03 2020