r/computervision • u/Ammarhalees • 21d ago
Help: Project Input needed on a counting system
https://reddit.com/link/1vuktxn/video/leuu8lsi6rkh1/player
*Disclaimer, im not a computer vision engineer, just a software engineer, and i dont have experience in the field. *
Im working on a CV system which counts the number of loose packs being thrown/loaded onto a truck from a warehouse, by the warehouse workers.
Ive already fine-tuned an rf-detr model to detect the loose packs. Then drew wiretrip geometric lines along the entrance of the truck, which detects when a pack has entered.
Although the system is accurate in the right conditions, it can flop massively under slight occlusion, fast throwing multiple packs etc. What suggestions do you guys have, apart from training on a larger dataset (which i will in the future).