bytetrack is pretty poor at handling occlusion. Deepsort-realtime runs awfully slow if you don’t have an Nvidia GPU, as it uses appearance descriptors. BOT-Track looks interesting but it has the same issue, the code needs to be customized to use HailoRT.
I was wondering if you could suggest a state of the art real-time tracker good with occlusion, that could be “easily” customized to use HailoRT?
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@Nadav it seems nobody answered my post, nor a similar one I addressed to @omria. Is there a way to get a reply? Thanks
@Thor
Trackers that deal with occlusion are indeed difficult to find. Is there a solution that you found satisfactory that does not use Hailo? If so, we can find a way to port it to Hailo. Tracking with re-id (deep sort) is one possibility as Hailo model zoo has a couple of person re-id models. Please let me know and we can explore further.
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您好，请问目前是否有将ByteTrack和BoT-SORT这种先进的多目标跟踪器集成到Hailo 8的计划？Hailo 8具有很强的性能和很优秀的性价比，但Hailo 8集成的JDE简化版多目标跟踪器很明显弱化了它的性能。
can we use pysot? pysot works really well with the occlusions
can you find a way to port pysot tracker it to Hailo
We currently have no plans to port pysot to our PySDK.