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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.

gcn_clustering

Code for CVPR'19 paper Linkage-based Face Clustering via GCN

gmpt

[SDM22] PyTorch implementation for "Neural Graph Matching for Pre-training Graph Neural Networks".

gpt-gnn

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

graph-mlpmixer

Repository for Graph MLP-Mixer

graph-transformer-pytorch

Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2

graphformers

gun-detect

gvdoc

handong1587.github.io

home_surveillance

Home surveillance system with facial recognition

hypergradient-descent

MLOP class project.

idl_data

OCR Annotations from Amazon Textract for Industry Documents Library

imagesmoothing

Implementation codes of SIGGRAPH Asia 2018 paper "Image Smoothing via Unsupervised Learning"

imantics

:camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats

imgaug

Image augmentation for machine learning experiments.

keras-resnet

Residual networks implementation using Keras-1.0 functional API

kleister-charity

largegt

Graph Transformers for Large Graphs

llava-med

Large Language-and-Vision Assistant for BioMedicine, built towards multimodal GPT-4 level capabilities.

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

mnist_classification

MNIST Classification

models

Models built with TensorFlow

mohbat.github.io

motioneye

A web frontend for the motion daemon.

object-detection-evaluation

An easy to use evaluator for object detection performance metrics, such as mAP and AR

object_detection

Contains a survey on Object detection models

open_flamingo

An open-source framework for training large multimodal models.

opencv

Open Source Computer Vision Library

openvehiclevision

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation