Cannot detect anything

[1726400669]

After I made my dataset and trained for 50 epochs with 1 class, I couldn't detect anything. I have changed the classes of detect.py to mine, weights to ./checkpoints/yolov3_train_50.tf, image to mine, and num_classes to 1, but the detection results are all 0 and lots of Warning like #108 .

This is where I modify train.py

and This is where I modify model.py:

Thanks.

[zzh8829]

have you tried training using eager mode does it work?

[zzh8829]

I made a tutorial on training from scratch.
https://github.com/zzh8829/yolov3-tf2/blob/master/docs/training_voc.md
let me know if this helps you, in my experience training without transfer learning from darknet is almost impossible

[kalikhademi]

Hi everyone,
I used the instructions on the tutorial in this repo to train it on my custom pictures. I converted the darknet weight using convert.py and then used the eager_fit mode and transfer learning using this command:
python train.py --dataset ./data/Ortho_Dataset/ortho_train.tfrecord --val_dataset ./data/Ortho_Dataset/ortho_valid.tfrecord --classes ./data/obj.names --num_classes 1 --mode eager_fit --transfer darknet --batch_size 16 --epochs 10 --weights ./checkpoints/yolov3.tf --weights_num_classes 80

The training results are shown in this picture.

Although I donot encounter any problem when doing my taining, the model cannot detect anything from yolov3 and it returns zero and no detections. Refer to the following pic:

Does anyone have any idea what could be the problem?

Thanks,