ByteTrack-ONNX-Sample
ByteTrack(Multi-Object Tracking by Associating Every Detection Box)のPythonでのONNX推論サンプル (by Kazuhito00)
yolo_tracking
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models (by mikel-brostrom)
ByteTrack-ONNX-Sample | yolo_tracking | |
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1 | 8 | |
16 | 6,126 | |
- | - | |
10.0 | 9.9 | |
almost 2 years ago | 11 days ago | |
Python | Python | |
MIT License | GNU Affero General Public License v3.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ByteTrack-ONNX-Sample
Posts with mentions or reviews of ByteTrack-ONNX-Sample.
We have used some of these posts to build our list of alternatives
and similar projects.
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[question] tracking humans in a room and syncing their location to unity
I was able to use this repo for a project recently and it was relatively easy to spin up and has a webcam example. https://github.com/Kazuhito00/ByteTrack-ONNX-Sample
yolo_tracking
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.