Ramanathan Arunachalam

icon indicating an email [email protected]

icon company Rutgers University icon location Cupertino, California icon location Machine Learning enthusiast with active contributions in ML and DL research areas

Results 13 comments of Ramanathan Arunachalam

Clarification about CutMix

So there are chances that the main features (like head) of a dog won't be replaced right? Which in turn means paying attention to non significant parts of the object...

Error loading the caffe2 model into onnx.

Hey there, is the issue solved? I am running into the same issue for a Faster-RCNN model

pretrained models

@qidiso Can you provide the exact commands of each steps in the ReadMe file please?

Questions about multi-gpu and multiple batch size

Does this setup support batch training (batch > 1) for a single GPU?

Oriented bounding boxes

Hi @chauhansaurabhb, were you able to find such a tool?

Pretrained weights

Thanks, one more thing: how did you calculate the "MAC" value of the model?

2023-05-16 10:13:03,067 [INFO] root: Registry: ['nvcr.io'] 2023-05-16 10:13:03,110 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit:4.0.1-tf1.15.5 Error response from daemon: No such container: 50dabf092393a2d7890e7202bb07281e5b55755bada1b60b66abca559c8fe389 2023-05-16 10:13:06,632 [INFO] tlt.components.docker_handler.docker_handler: Stopping container

can you check the value of env variable GOOGLE_COLAB, for running in colab environment it needs to be set to 1, seems you are trying to run on a docker...

Nvidia TAO Maskrcnn training problem. Training is complete but Evaluation Metrics are all 0, and can not achieve right mask on inferences

@htlbayytq what dataset are you using

Nvidia TAO Maskrcnn training problem. Training is complete but Evaluation Metrics are all 0, and can not achieve right mask on inferences

@imenselmi check whether you have GOOGLE_COLAB environment variable set for running on a colab environment

Can't use with python 3.10

Can you mention which notebook you are running The Tensorflow notebooks run on python3.6 The Pytorch notebooks run on python3.7 TAO Deploy notebook run on python3.8