Mastering Computer Vision with TensorFlow 2.x

Detecting objects using Tiny Darknet

Tiny Darknet is a small and fast network that can detect objects very quickly. It has a size of 4 MB, compared to Darknet's size of 28 MB. You can find details of its implementation at wget https://pjreddie.com/media/files/tiny.weights.

After following the preceding steps, Darknet should already be installed on your PC. Execute the following command in the terminal:

$ cd darknetdarknet$ wget https://pjreddie.com/media/files/tiny.weights

The preceding command will install Darknet weights in your darknet folder. You should also have tiny.cfg in your cfg folder. Then, execute the following command to detect objects. Here, we will use the same image for detection that we used for the referenced Darknet model; ...