My name is Prakash,
Current - Research Scientist at invideo.ai, Previously
- Senior Director - Data science at qure.ai,
- Data scientist @ fractal.ai
You can find me at
I have a considerbly experience working on Deep learning. Presently my work focuses on generative AI in speech and vision space. At Qure I worked on medical imaging and prior to that at Fractal I worked on image analytics in the domain of satellite and retail. I love Bayesian statistics and have keen interest on the fundamental building blocks of compute and storage.
The following blogs are written by me on various platforms.
- Understanding Object detection metrics and errors
- ATSS
- Fully convolutional one stage object detection
- Guide to build faster RCNN using PyTorch-2020
- Overview from R-CNN to SSD
- The intution behind retinanet
- Structural reparameterization
- CSPnet
- Classification architecture review Alexnet-SENet
- Understanding Resnet and Resnext Part1 Part2
- Almost any image classification using Pytorch-2018
- Transfer learning using keras - 2017
- Intro to self-supervised learning 2020
- Cutout
- Recurrent Neural networks using tensor math
- Back-Propagation is very simple. Who made it Complicated ?
- 💼 any freelance work? do reach, email :)
- 💬 ask me about anything, i am happy to help;