Artificial Intelligence Deep Learning Machine Learning TutorialsA comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Pytorch Ddpg NafImplementation of algorithms for continuous control (DDPG and NAF).
BlockAn intelligent block matrix library for numpy, PyTorch, and beyond.
Pytorch waveletsPytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
Gca MattingOfficial repository for Natural Image Matting via Guided Contextual Attention
Fcos plusSome improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).
FmixOfficial implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
C3d PytorchPytorch porting of C3D network, with Sports1M weights
Ner Bert PytorchPyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Selecsls PytorchReference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".
Torch CamClass activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM)
Change Detection ReviewA review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
TextData loaders and abstractions for text and NLP
Deep Learning BookRepository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Mnasnet PytorchA PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
Ml sagemaker studiesCase studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Pointrend PytorchA PyTorch implementation of PointRend: Image Segmentation as Rendering
AirlabImage registration laboratory for 2D and 3D image data
CompressaiA PyTorch library and evaluation platform for end-to-end compression research
ResnestResNeSt: Split-Attention Networks
Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Generative Inpainting PytorchA PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
GeotorchConstrained optimization toolkit for PyTorch
CycleispOfficial repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
FaceshifterUnofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)
Dfl CnnThis is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
Delf PytorchPyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
Monoloco[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing
TorchfusionA modern deep learning framework built to accelerate research and development of AI systems
Da RnnDual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction
Show Control And TellShow, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019
EinopsDeep learning operations reinvented (for pytorch, tensorflow, jax and others)
Nlp ArchitectA model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
BertvizTool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Segan pytorchSpeech Enhancement Generative Adversarial Network in PyTorch
Genre ShapehdCode and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
High Res StereoHierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.
NnsvsNeural network-based singing voice synthesis library for research
HgnnHypergraph Neural Networks (AAAI 2019)
Bilstm LanHierarchically-Refined Label Attention Network for Sequence Labeling
AdganThe Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"