Purnendu Mishra's repositories
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
ASAP
Program for the analysis and visualization of whole-slide images in digital pathology
awesome-data-labeling
A curated list of awesome data labeling tools
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
ColorHistogram
Simple demos of Color Histogram (Python).
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
ComputerVisionCodes
Codes and tutorials for basic image processing
CountGD
Includes the code for training and testing the CountGD model from the paper CountGD: Multi-Modal Open-World Counting.
Coursera-Algorithmic-Toolbox
This repository contains all the solutions for the assignments of the course - Algorithmic Toolbox offered on Coursera.
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
FasterRCNN
keras implementation of FasterRCNN
FastSAM
Fast Segment Anything
focal-loss
TensorFlow implementation of focal loss
Hough-Rectangle-and-Circle-Detection
This Python project coded using Numpy implements line, rectangle and circle Hough Transform. It takes an image, determines the lines, rectangles and circles in it and also counts the money in the photo. [Calibrated on the provided test set only].
ImageProcessingTutorials
The complete project directory contains different image processing algorithm tutorials/implementation for different task.
MADN
Effective Meta-Attention Dehazing Networks for Vision-Based Outdoor Industrial Systems
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
maskrcnn-from-scratch
Building a maskrcnn from scratch using tensorflow and keras
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
phd-thesis-template
A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
zero-shot-counting
CVPR2023 Zero-shot Counting