Week 4: Starting with DetectionSuite

DeepLearning Suite is a set of tool that simplify the evaluation of most common object detection datasets with several object detection neural networks. It offers a generic infrastructure to evaluates object detection algorithms againts a dataset and compute most common statistics: precision, recall. DeepLearning Suite supports YOLO (darknet) and Background substraction. I’ve installed YOLO(darknet). I follow the following steps:

git clone https://github.com/pjreddie/darknet
cd darknet
make

Downloading the pre-trained weight file:

wget https://pjreddie.com/media/files/yolo.weights

Then run the detector:

./darknet detect cfg/yolo.cfg yolo.weights data/dog.jpg