Narain 's Projects
action runn
Deep learning model training and inference recipes
[CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising
Public repo for HF blog posts
let me know
Simple pytorch code to test distributed data parallel
all dot files goes here
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam๏ผdcn and so on), and tensorrt
Tensor library for machine learning
a collection of interesting mathematical plots done using matplotlib
hacky scripts to preprocess and get llm's to inference
Python implementation of two low-light image enhancement techniques via illumination map estimation
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Function to calculate mAP for set of detected boxes and annotated boxes.
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
notes of the popular book programming massively parallel processes.