Mastering Computer Vision with TensorFlow 2.x

Face detection, pedestrian detection, and vehicle detection

The following table describes various face detection, person detection, and vehicle and bike detection models. Carefully note the input and output for each model listed in the table as this will need to be entered in the Python code for inference:

As we can see, although the model type are different, the input is essentially the same. The only difference is the dimensions of the input image. The output is also the same – all of them generate a rectangular bounding box.