Mastering Computer Vision with TensorFlow 2.x

Start training

Execute the following commands in the terminal one by one:

1. Download the pretrained darknet53 model weights to speed up training. Run the command found at https://pjreddie.com/media/files/darknet53.conv.74 in the terminal.

2. After the download of the pretrained weights is complete, execute the following command in the terminal:

./darknet detector train cfg/furniture.data cfg/yolov3-furniture.cfg darknet53.conv.74 -gpus 0

The training will start and will continue until maximum batches are created with values written for the 82, 94, and 106 layers. In the following code, we will show two outputs—one for when everything goes correctly, and the other one for when training does not go correctly:

Correct trainingRegion 82 Avg IOU: ...