Kucukcollu / yolo_video_detection

yolo_video_detection

YOLO for YouTube Videos

What is that mean?

You only look once (YOLO) is a state-of-the-art, real-time object detection system. It is possible to read "weights", "cfg" and "coco.names" files of YOLO with OpenCv in Python to detect object. Then it services this project as a web apllication with using Flask.

More short?

Select a YouTube video and paste the URL space then see what happens 😉

Dependencies

Python => 3.8.11

YOLO => YOLOv3 (only these three files: "yolov3-tiny.weights","yolov3-tiny.cfg","coco.names")

Flask => 2.0.1

OpenCv => 4.5.3

Numpy => 1.21.2

PyTube => 11.0.0

Installation and Run

$ git clone https://github.com/Kucukcollu/yolo_video_detection.git

and run with

$ python 3.8 main.py

Tests