Roy's repositories
AIC22_Track1_MTMC_ID10
Solution of The AI City Challenge 2022 Track 1
3DBPP_DRL_PtrNet
3D BBP solution
Cluster_Segmenetation
using k-means, EM for GMM and Mean-shift
ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
ComfyUI_Custom_Nodes_AlekPet
Custom nodes that extend the capabilities of Comfyui
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)
FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
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)
myVLM
VLM Modeling
openpose-plus
High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
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