Please add DeepSparse support
kopyl opened this issue · comments
Your inference turned out to be much more accurate than Ultralytic's inference.
I found this interesting thing called DeepSparse. It works faster than ONNX but unfortunately its inference is less accurate than yours + uses heavyweight Torch.
https://github.com/neuralmagic/deepsparse
Could you please help me to use DeepSparse instead of ONNX?
@ibaiGorordo i made it. Hard-coded some dimensions tho: https://pastebin.com/y2J32M90
Could you please help me make it without hard-coded values?
My recommendation is to copy this repository, rename it to something like Deepsparse-YOLOv8-Object-Detection and change the yolov8 class with your changes. For easier findability.
@ibaiGorordo that's what I did. But i suggest you to add the support :)
@kopyl how did you come up with the result of this repo gives higher accuracy than ultralytics yolo? can you elaborate?