Sign_detection

Purpose

For RPA, SCADA in Logistics Warehouse

Dataset

1. Archived International Logistic Mark from Google IMG, Naver
2. Cropped individually
3. Preprocessed (200,200,3) - opencv

Training Methods

1. Machine Learning
   • Binary Classification
   • Random Foreset
   • One of One (One of Rest)
   • LightGBM (lower auc comparing RF)
2. Image Classification
   • VGG16 (pretrained, imagenet)
   • Resnet50 (train failure)
3. Objecet Detection
   • Scaled YOLOv4