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Object_detection_YOLOv5

This is a mini project using YOLOv5 technique for real time object detection with the concept of transfer learning.

  • Data extraction

Few datasets were manually collected from wikipedia using Fatkun chrome extension to download the images in Batch.

  • Data Annotation

Used makesense.ai to label the images into 3 classes.

Classes
     0: Hen
     1: Cock
     2: Chicks
  • Git Clone Yolov5 repository to install all dependencies

Go to Yolov5 repository

  • Sample detection on image

Capture2

  • Sample detection on Video

Capture

Video.mp4