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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better yolo_tracking alternative or higher similarity.
yolo_tracking reviews and mentions
Posts with mentions or reviews of yolo_tracking.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-17.
- FLiPN-FLaNK Stack Weekly for 17 April 2023
- Person head count
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[P] Vehicle detection with pytorch
You can use YOLOv5 with the StrongSORT. We have been using it for human detection and tracking. It works really well and YOLOv5 in general really easy to use and implement out of the box. here is the repo that we are using.
- ID Swap issue in multi-object tracking.
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tracking-by-detection, multiple object tracking algorithm
Try looking into DeepSort, which uses a deep association metric in addition to the traditional SORT algorithm to kind of improve upon the ID reassignment issue. However, I suspect you would have to come up with your own re-id model since you have a unique object you're trying to detect. Here's the paper . I've had decent results using https://github.com/mikel-brostrom/Yolov5_DeepSort_OSNet as an out of the box implementation for coco object. It's written in PyTorch.
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Object tracking in videos?
https://github.com/mikel-brostrom/Yolov5_DeepSort_Pytorch I see this combination mentioned a decent amount
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Deepsort stuck in tentative
https://github.com/mikel-brostrom/Yolov5_DeepSort_Pytorch/blob/master/deep_sort_pytorch/deep_sort/sort/tracker.py.
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A note from our sponsor - WorkOS
workos.com | 24 Apr 2024
Stats
Basic yolo_tracking repo stats
8
6,072
9.9
14 days ago
mikel-brostrom/yolo_tracking is an open source project licensed under GNU Affero General Public License v3.0 which is an OSI approved license.
The primary programming language of yolo_tracking is Python.
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