Nishant Bhansali's repositories
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
lightning
The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch) and ML systems for the ML lifecycle with an obsessive focus on flexibility and performance.
MANIQA
[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment
SRMNet
Selective Residual M-Net for Real Image Denoising
Hinglish
Hinglish Text Classification
gitignore
A collection of useful .gitignore templates
blog_source
Source code to build github pages blog
CodingTutorials
Code Learning Tutorials and Practice Codes
Restormer
Official repository for "Restormer: Efficient Transformer for High-Resolution Image Restoration". SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
detr
End-to-End Object Detection with Transformers
MNIST-Drilldown-Backpropagation
Write a custom model architecture with less than 20k parameters which is able to get a validation accuracy of 99.4% with no more than 20 epochs on the MNIST Dataset
EVA7-_Assignemnt-2.5
A neural network that can take two inputs - an image from the MNSIT dataset and a random number(between 0 and 9) and gives two outputs - digit on the image and the sum of the two numbers
PaQ-2-PiQ
Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"
Image-Processing-with-Streamlit
A streamlit app showing image processing techniques.
Face-Recognition
Face recognition