Training and evaluation of YOLO v4 model on Chinese Insulator Dataset

Dataset downloaded from here

As the dataset was in Pascal VOC format, I had to convert it into YOLO format. The tutorial was found here

I worked on this project during my research ineternship ar Aero2Astro

Guidance from Mr. Hemanth Balaji Dandi

To understand how I performed training, have a look at this notebook

Train mAP calculated on 648 training images

Test mAP calculated on 204 test images

Some of the predicted images are as follows:

Insulator in good condition

Insulators in good condition, having defect in some part