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Praveen Annamalai Nathan's Projects

3dmppe_posenet_release icon 3dmppe_posenet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image ", ICCV 2019

3dmppe_rootnet_release icon 3dmppe_rootnet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image ", ICCV 2019

6d-pat icon 6d-pat

6D - Pose Annotation Tool (6D-PAT) - is a tool that allows the user to load a set of images and also a set of 3D models and annotate where in the 2D image the 3D object ist placed.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

applied-ml icon applied-ml

Curated papers, articles & videos on data science & machine learning applied in production, with results.

awesome-mlss icon awesome-mlss

List of summer schools in machine learning + related fields across the globe

awesome-pipeline icon awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

birl icon birl

BIRL: Benchmark on Image Registration methods with Landmark validations

blenderproc icon blenderproc

A procedural Blender pipeline for photorealistic training image generation

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

cocosplit icon cocosplit

Simple tool to split COCO annotations into train/test datasets.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

data-science icon data-science

:bar_chart: Path to a free self-taught education in Data Science!

dip18 icon dip18

Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time

docquery icon docquery

An easy way to extract information from documents

epipolarpose icon epipolarpose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

face-api.js icon face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

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