/Id-Card-Object-Detection-Yolo

This repository is for Iranian ID card character detection with Yolo v3&5.

Primary LanguageJupyter Notebook

Using YOLOv3 for object detection


epoches: 329
train set - pack1 : 700
train set - pack2(after augmented data) : 1085
test set : 465

Train set - pack2 weights : mean average precision (mAP@0.50) = 0.974545, or 97.45 %

Test set - pack1 weights : mean average precision (mAP@0.50) = 0.944054, or 94.41 %

Test set - pack2 weights : mean average precision (mAP@0.50) = 0.974545, or 97.45 %

Also i trained my dataset on YOLOv5s with 100 epoches, and its my result:

Arts