support for yolov7.onnx .engineor .xml file & reid .onnx file for doing inference,same features like yolov8_tracker
akashAD98 opened this issue · 6 comments
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- I have searched the YOLOv7 issues and found no similar enhancement requests.
Description
i saw your https://github.com/mikel-brostrom/yolov8_tracking repo, here you have provided different model support, so its possible for you to reflect same features for yolov7 model?
Use case
want to load the model on cpu so im looking for.xml versions of both detection & tracker weight
The easiest thing to do here is just to copy paste the export file from https://github.com/mikel-brostrom/yolov8_tracking into this repo. I don't have any plans of maintaining this repo more than the bare minimum, I don't have time for both. 99% percent of my time on github is spent there. This was a small detour 😄 . But feel free to submit a PR
@mikel-brostrom i tried this way, & thank you so much for your work & time, really appriciated your work
- cloned yolov7 repo ,& converted yolov7.pt to yolov7.onnx
!python export.py --weights yolov7-tiny.pt --grid --end2end --simplify \
--topk-all 100 --iou-thres 0.65 --conf-thres 0.35 --img-size 640 640 --max-wh 640
& tried
!python track.py --yolo-weights /content/yolov7/yolov7-tiny.onnx --strong-sort-weights osnet_x0_25_msmt17.pt --source out.avi --save-vid --conf-thres 0.15 --device 0
im getting this error,seems yolov7 export.py not supporting
- i used your repo export.py code, its also not working ,
https://github.com/mikel-brostrom/yolov7/blob/3ab80fb707528cdc0aaad8e7cef39546a1ccc7f2/export.py
- as per your instruction copy the code of yolov8_tracker -export.py(this code is from yolov5) ,i tried it but I'm getting layers not found error
i guess direct copy-pasting will not work here. right, apart from this i need to do few chnges?? bcz yolov7 & yolov8 weights are different & having diff layer
sorry I'm not that expert in coding, how can I fix this issue, I want to use yolov7.onnx & reid.onnx weight for object tracking inference.
Sorry cannot help you out with Yolov7 export stuff as I am not the creator of that repo
@mikel-brostromokay no problem, im getting issues with yolov7 .onnx file format, anyway thanks for your kind reply :)
@mikel-brostrom i have implemented object detection code for yolov7 , you can add .onnx,.xml file & apply tracker on it, i have been trying with deep sort, if you want to implement it with others tracker then ill share my code with you
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