Packet counting as they move through the production line using Ultralytics YOLO26 😍 #MachineLearning #Packets #Logistics

@ultralytics One Sensor and small plc program solves this too

@ultralytics Super smooth detection. Does it maintain ID consistency if a packet slightly jitters or pauses directly on the counting boundary?

@ultralytics Yes, ID is stable, until the object leaves the frame, mainly becuase model was trained on custom data.

@ultralytics Very nice..

@ultralytics Good job done..

@ultralytics Could you add a second pass for visibly damaged or badly folded packets? A count plus a saved frame of each suspect item would give the line operator something useful to check, without watching the whole video.

Have you tried pausing the belt with a packet halfway across the counting line? Curious whether it keeps the same track and counts it only once when the belt restarts.

Hmmm, it keep the same track, based on my testings :)

谢谢补充！你测试中能保留同一条轨迹，那停带再启动后，同一个包裹的计数也只增加一次吗？

Yes exactly, because count line do consider tracking ID as primary check.