Welcome! This is a Coco Darknet weights based YOLOv3 model trained to detect strings of letters and numbers on PCBs.
To run, paste your images into the "images" folder, then run the script "main.py" in the "scripts" folder. Our code will then automatically use the YOLOv3 model to detect IDs on your images. It will generate a CSV file of the strings it finds. This will allow you to quickly identify what chips your PCBs contain.
Special thanks to the below blog post for its advice on the YOLOv3 model.
https://blog.insightdatascience.com/how-to-train-your-own-yolov3-detector-from-scratch-224d10e55de2
Note: some of the model info files were too big to upload, please email [email protected] or [email protected] for more information.