Purnendu Mishra's Projects
Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019
Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
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
Program for the analysis and visualization of whole-slide images in digital pathology
Attention! A Lightweight 2D Hand Pose Estimation Approach paper code
A curated list of awesome data labeling tools
Awesome work on hand pose estimation/tracking
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Caffe with heatmap regression & spatial fusion layers. Useful for any CNN image position regression task.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
:pencil2: Web-based image segmentation tool for object detection, localization and keypoints
Simple demos of Color Histogram (Python).
Course Files for Complete Python 3 Bootcamp Course on Udemy
Best Practices, code samples, and documentation for Computer Vision.
Codes and tutorials for basic image processing
Includes the code for training and testing the CountGD model from the paper CountGD: Multi-Modal Open-World Counting.
This repository contains all the solutions for the assignments of the course - Algorithmic Toolbox offered on Coursera.
Convolutional Pose Machines in TensorFlow
Learning and replicating famous deep learning models for computer vision tasks
The reposiory contains the implementation of Deeplabv3plus architecture in keras with Tensorflow as backend. A number of state-of-the-art architecture for the backbone of DeepLabv3 model architecture is used in the current implementation.
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
Notebooks for learning deep learning
This repository is for the newest Ego3DHand dataset.
segmentation and color classification
keras implementation of FasterRCNN
Fast Segment Anything
TensorFlow implementation of focal loss