anmikh

Grokking-the-Coding-Interview-Patterns

This course categorizes coding interview problems into a set of 16 patterns. Each pattern will be a complete tool - consisting of data structures, algorithms, and analysis techniques - to solve a specific category of problems. The goal is to develop an understanding of the underlying pattern, so that, we can apply that pattern to solve other problems.

yolov4-deepsort-helmet-detection

helmet(hard hat) detection with yolov4

Uformer

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

YOLOS

[NeurIPS 2021] You Only Look at One Sequence

TracKit

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking

LTMU

CVPR2020 Oral && Best Paper Nomination

qudida

QUick and DIrty Domain Adaptation

leetcode-cli

A cli tool to enjoy leetcode!

HighRes-net

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

isc2021

Code for the Image similarity challenge.

qdtrack

Quasi-Dense Similarity Learning for Multiple Object Tracking, CVPR 2021 (Oral)

VIBE

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

siam-mot

SiamMOT: Siamese Multi-Object Tracking

MobileStyleGAN.pytorch

An official implementation of MobileStyleGAN in PyTorch

golos

machine-learning-interview

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

jpdaf_tracking

A tracker based on joint probabilistic data association filtering.

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

LeViT

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

BasicGNNTracking

This shows a basic implementation of the global nearest neighbour (GNN) multi target Tracker. Kalman filter is used for Tracking and Auction Algorithm for determining the assignment of measurments to filters.

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

class-tracker

Implementation of multi-tracker Extended Kalman Filter, developed for the EU project CLASS (G.A. 780622)

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

vision_transformer

CppPatterns-Patterns

A repository of modern C++ patterns curated by the community.

acon

Official Repsoitory for "Activate or Not: Learning Customized Activation." [CVPR 2021]