Repository Index

Graph Neural Network Library for PyTorch

• pytorch
• geometric-deep-learning
• graph-neural-networks
• deep-learning

A MNIST-like fashion product database. Benchmark :point_down:

• mnist
• deep-learning
• benchmark
• machine-learning

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

• attention
• pytorch
• paper
• cbam

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

• segmentation
• image-processing
• pspnet
• unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

• pytorch
• unet
• pytorch-unet
• semantic-segmentation

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• tensorflow
• graph
• darknet
• deep-learning

Convolutional Neural Network for Text Classification in Tensorflow

A simple, fully convolutional model for real-time instance segmentation.

• realtime
• real-time
• instance-segmentation
• yolact

A collection of important graph embedding, classification and representation learning papers with implementations.

• graph2vec
• classification-algorithm
• graph-kernels
• weisfeiler-lehman

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

TensorFlow (Python API) implementation of Neural Style

• style-transfer
• tensorflow
• convolutional-neural-network
• deep-learning

StellarGraph - Machine Learning on Graphs

• graphs
• machine-learning
• machine-learning-algorithms
• graph-convolutional-networks

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

• pytorch
• graph-neural-networks
• temporal-networks
• temporal-graphs

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

• deep-learning
• computer-vision
• speech-recognition
• 3d-convolutional-network

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

• convolutional-neural-networks
• motion-tracking
• color-detection
• face-detection

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

• pointcloud
• convolutional-neural-networks
• deep-neural-networks
• machine-learning

Audio processing by using pytorch 1D convolution network

• spectrogram-conversion-toolbox
• pytorch
• audio-processing
• preprocessing

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

• tensorflow
• matconvnet
• depth-maps
• depth-prediction

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

• convolutional-neural-networks
• deep-learning
• speaker-recognition
• 3d

CNN visualization tool in TensorFlow

• tensorflow
• tensorboard
• convolutional-neural-networks
• cnn

OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research

• computational-chemistry
• computational-biology
• deep-learning
• deep-neural-networks

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

• calcium-imaging
• deconvolution
• source-extraction
• motion-correction

Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry

• deep-learning
• chemistry
• neural-network
• biology

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

• lidar-point-cloud
• autonomous-vehicles
• deep-neural-networks