Simple Project

This section is just my notepad. I post stuff of which I might do in future

TODO

Learning Stuff

  1. Basic DL model using CIFAR and Pytorch
    1. Download CIFAR using wget https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
  2. Re-implement it using Pytorch Lightning
  3. Hyper optimization tuning using RayTune
    1. Training parameters (like learning rate) tuning
    2. Model parameters (No Of parameters in each layer & No of Layers) tuning
  4. Model Interpretability using Captum
    1. Explore model input interpretability for images

OpenMMLab

  1. Test MMDetection
  2. Test MMPose
  3. Try to combine both detection and pose

MMDetection Logs

  • Got Error - KeyError: ‘Cascade Mask R-CNN’
    • Refer Issue and [Ans] (https://github.com/open-mmlab/mmdetection/issues/8122#issuecomment-1158658158)