Object Detection using YOLO and OpenCV. In this repository, I built a streamlit app for Object Detection, for both Video Object Detection and Image Object Detection.
The Video , Images, Detected Videos, Detected Images used can be found in the Gallery directory.
This YOLO object Detection project can detect 80 objects(i.e classes) in either a video or image. The full list of the classes can be found in the labels directory as a textfile. Since a pretrained Model is made use of, the Yolo.v3 configuration can be found in the config_n_weights directory. YOLO.v3 weights is very heavy, about 200mb and should be downloaded. Click on this link to download the folder containing both Yolo.v3 weights and Yolo.v3 configuration.This folder should be kept in the same directory as main.py
Below are few of the Object Detected Videos. Enjoy.
