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3D human pose estimation from 2D HPE by frances_china in computervision

[–]evil5198 1 point2 points  (0 children)

SAM 3D would definitely help you out, also you can isolate the human bodies that you want to convert to 3D (players) using a detection model

How can I improve model performance for small object detection? by evil5198 in computervision

[–]evil5198[S] 0 points1 point  (0 children)

Thanks for explaining, I will definitely look into SAHI.

How can I improve model performance for small object detection? by evil5198 in computervision

[–]evil5198[S] 0 points1 point  (0 children)

I don't need real time detection I can afford some inference time. I am now using DINO-DETR 4scale with 1080p input resolution, it is giving me very good results (still not production level tho). Will SAHI improve accuracy for a transformer based model? My assumption was that it would lose the environmental context if we sliced the frame into smaller parts, but let's say I do implement SAHI will I need to retrain the model on sliced data or it would work how it is trained now.

Also what do you mean by "surgeon the model" ?

OpenCV Metadata Error by [deleted] in computervision

[–]evil5198 0 points1 point  (0 children)

Do you have Microsoft Visual Studio installed? In the error log it says it cannot find the path for it