Amit Singh

few shot classification with unknown class

1

I have a very small dataset i.e. 10 images each class and total 500 classes. During inference, there is also a possibility that an image might come that does not...

Error when converting checkpoint to ONNX

4

I am getting this error when I am trying to convert checkpoint to ONNX. torch version = 1.13.1+cu116 **python3 convert_to_onnx.py /vmdata/amitsingh/workspace/z2/DB/experiments/seg_detector/my_custom.yaml /vmdata/amitsingh/workspace/z2/DB/outputs/workspace/DB/SegDetectorModel-seg_detector/deformable_resnet50/L1BalanceCELoss/model/final output.onnx** ``` verbose: True Initializing log dir for...

How to get unknown class?

2

I have 5 classes, but during inference time there is no guarantee that the image will be from these 5 classes. I am using dino_small_patch16 arch. Is there a way...

How to identify occluded hands?

1

In my images, one of the hands is generally occluded by the person and not visible. The model approximates the skeleton. I want to ignore the dets for hidden hand...

How to use it to improve accuracy of my already trained MVD video classifier?

4

I have trained an MVD video classifier. How can I use this to improve the f1 score or accuracy of my classifier?

We all would really love a tutorial on showing how to use FeatUp out of the box on our already trained models. A quick tutorial showing before and after comparison...

### Description Thanks for implementing the crosshair sync in multiple windows. I am using this code to create two different windows stacked on top of each other -> ``` main_chart...

TRT:EfficientNMS_TRT(-1) is not a registered function/op

1

I am trying to run yolov7 on triton (not the entire deepstream). I have converted .pt -> .onnx -> .trt in yolov7. All these files work successfully during inference. But...

Can you please add support for basketball?

20

It would be very interesting to see a pipeline for basketball court and player tracking. Looking forward to it.