for general CV-purposes & simulations
dataset credits : https://www.kaggle.com/datasets/jithinnambiarj/directions?resource=download
utilizes yolo11m model for classifying left and right arrows in real time
total samples :
train data : 2673
validation data : 402
test data : 136
stats :
on validation dataset : 94-96% recall with 95-98% precision
on test dataset : 96-99% recall with 95-96% precision
problems : false positives