Hi, @mystic123 Thanks for the great work. I found it may be a bug in line 220 of yolo_v3.py: ``` # transpose the inputs to NCHW if data_format == 'NCHW': inputs = tf.transpose(inputs, [0, 3, 1, 2]) ``` IT seems that the code trys to convert `NCHW` to `NWCH`.