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3dbpp_drl_ptrnet

3D BBP solution

aic22_track1_mtmc_id10

Solution of The AI City Challenge 2022 Track 1

cluster_segmenetation

using k-means, EM for GMM and Mean-shift

cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

estimator

TensorFlow Estimator (Contributed on r1.14 branch)

fedml

FedML - The federated and distributed machine learning library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. FedML’s core technology is backed by years of cutting-edge research represented in 50+ publications in ML/FL Algorithms, Security/Privacy, Systems, and Applications, as well as 10 years of industrial experience in Distributed Systems, Cloud Computing, and Mobile/IoT Systems.

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow (checkout roy_branch)

myai

My AI experience

myvlm

VLM Modeling

open-transmind

openpose-plus

High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

royukira

Config files for my GitHub profile.

seam_carving

The implementation of seam carving algorithm

slowfastnetworks

PyTorch implementation of "SlowFast Networks for Video Recognition".

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

youtube_download_script

Youtube videos batch download