Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet

Machine Learning algorithm implementations from scratch.

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

A collection of awesome resources in Human Pose estimation.

This repo is copied from https://github.com/leoxiaobin/deep-high-resolution-net.pytorch

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

LLM (Large Language Model) FineTuning

A list of AI autonomous agents

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

This is the code for "Webcam Tracking with Tensorflow.js" By Siraj Raval on Youtube

Classical equations and diagrams in machine learning

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

All Algorithms implemented in Python

A modular graph-based Retrieval-Augmented Generation (RAG) system

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

Loading and Visualizing MPII Human Pose dataset in Python

Medical Language Model fine-tuned using pretraining, instruction tuning, and Direct Preference Optimization (DPO). Progresses from general medical knowledge to specific instruction following, with …

Collection of useful data science topics along with code and articles

OpenMMLab Pose Estimation Toolbox and Benchmark.

Multi-person Human Pose Estimation with HRNet in Pytorch

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.

A CUDNN minimal deep learning training code sample using LeNet.

CUDA for MNIST training/inference