Hi @Morganh ,
I want to train one detector model which can detect barcode and want to get the corner point of that (Polygon). Please refer image attached for more clarity.
Can detectNet-V2 will resolve the problem ? or I should use MaskRcnn ?
If maskRcnn then which annotation tool can give us the Final Json Annotation file that is used in the Tao/TLT MaskRcnn sample .
We can consider the barcode as one kind of projects.
You can use an object detections network. You can try YOLOv4 or detectnet_v2 network.
Thanks @Morganh for the reply. But How can I pass the corner point there ?
Because Kitti format expect xmin,ymin,xmax,ymax but I have 8 values (X1,Y1,X2,Y2,X3,Y3,X4,Y4) which are forming polygon whose X(i),X(i+1) line is not parallel to the X axis and Y(i),Y(i+1) line is not parallel to the Y axis.
Sample image of polygon type area is mentioned above in the images.
Can you please help me out how can I get prepare the label for this problem if I have to use DetectNet-V2 ?
OK. I will check further. I misunderstand your case.
There is FPEnet in current release. And it will be extended to a generic version to detect keypoints. This fpenet-generic model can support for your case.
But it is planned for next release. Please contact Nvidia PM if you want to use it now.
Can you please guide me how to connect with Nvidia if I want to use generic version of keypoint Detection/Regression ? How can I get it before release and can train it using TLT/TAO for my use case ?
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