Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

TensorRT - End2End support for Object Detection and Instance Segmentation #446

Open
levipereira opened this issue May 15, 2024 · 0 comments

Comments

@levipereira
Copy link

Important: For now available only for TensorRT release/8.6 due deployment of plugin YOLO_NMS_TRT.

This implementation enable End2End with Dynamic Batch and Size for Object Detection and Instance Segmentation.
https://github.com/levipereira/deepstream-yolov9/tree/master/yolov9

I have deployed a TensorRT custom plugin named YOLO_NMS_TRT - same as Efficient NMS, but return boxes indices
Details:
https://github.com/levipereira/deepstream-yolov9/tree/master/TensorRTPlugin

On next days will create a exclusive repo outside of Deepstream Implementation.

Object Detection End2End

output: num_det, det_boxes, det_scores, det_classes, det_indices
image

Instance Segmentation End2End

output: num_det, det_boxes, det_scores, det_classes, det_masks
image

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant