vtalreja

VideoPose3D

Efficient 3D human pose estimation in video using 2D keypoint trajectories

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

VideoPose3DwithDetectron2

This project is about estimating 3D human pose from customized 2D video, whose 2D keypoints are provided by detectron2 rather than detectron.

U-Net-Fixed-Point-Quantization-for-Medical-Image-Segmentation

Repository containing code for "U-Net Fixed-Point Quantization for Medical Image Segmentation" paper at MICCAI2019

fuel-consumption-end-to-end-ml

End to End Machine Learning Project on Fuel Consumption Prediction of 70s and 80s vehicles.

NYU-DLSP21

NYU Deep Learning Spring 2021

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

vision

Datasets, Transforms and Models specific to Computer Vision

unifiedparsing

Codebase and pretrained models for ECCV'18 Unified Perceptual Parsing

vision_transformer

Barbershop

Barbershop: GAN-based Image Compositing using Segmentation Masks (SIGGRAPH Asia 2021)

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

pix2vox

Sketch-Based 3D Exploration with Stacked Generative Adversarial Networks

GAN-Tutorial

kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

siamese-pytorch

Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

PyMLSlides

Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book

post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

system-design-primer

Learn how to design large scale systems. Prep for the system design interview.

DeepLearning.ai-Summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

system-design-and-architecture

Learn how to design large-scale systems. Prep for the system design interview.

GANs-in-Computer-Vision

GANs in computer vision AI Summer article series

coin_flip_game

Used to illustrate why bagging is effective

HackerRank-Solutions

Solutions to HackerRank practice, tutorials and interview preparation problems with Python, SQL, C# and JavaScript

ml-road

Machine Learning Resources, Practice and Research

daily-coding-problem

Solutions to problems sent by dailycodingproblem.com