Awesome Open Source

Programming Languages

Search results for pytorch deep neural networks

deep-neural-networks x

343 search results found

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Onnx ⭐ 16,275

Open standard for machine learning interoperability

The Incredible Pytorch ⭐ 10,557

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Pix2pixhd ⭐ 6,179

Synthesizing and manipulating 2048x1024 images with conditional GANs

Nanodet ⭐ 5,416

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Chineseocr ⭐ 4,953

Distiller ⭐ 4,252

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Deep Learning In Production ⭐ 4,138

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Dlwpt Code ⭐ 4,126

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

An Engine-Agnostic Deep Learning Framework in Java

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Perceptualsimilarity ⭐ 3,134

LPIPS metric. pip install lpips

Super Slomo ⭐ 2,873

PyTorch implementation of Super SloMo by Jiang et al.

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Tabnet ⭐ 2,386

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Mt Dnn ⭐ 2,154

Multi-Task Deep Neural Networks for Natural Language Understanding

Pytorch Kaldi ⭐ 2,138

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Neuralforecast ⭐ 2,121

Scalable and user friendly neural 🧠 forecasting algorithms.

Tenginekit ⭐ 1,993

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

Pytorchnlpbook ⭐ 1,944

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Knowledge Distillation Pytorch ⭐ 1,780

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Flow Forecast ⭐ 1,759

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

Neuronblocks ⭐ 1,441

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Deep Head Pose ⭐ 1,399

🔥🔥 Deep Learning Head Pose Estimation using PyTorch.

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Densedepth ⭐ 1,365

High Quality Monocular Depth Estimation via Transfer Learning

Flexflow ⭐ 1,358

FlexFlow Serve: Low-Latency, High-Performance LLM Serving

Torchsde ⭐ 1,357

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Dl Colab Notebooks ⭐ 1,314

Try out deep learning models online on Google Colab

Ngraph ⭐ 1,310

nGraph - open source C++ library, compiler and runtime for Deep Learning

Sockeye ⭐ 1,190

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Variational Autoencoder ⭐ 1,114

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

Awesome Colab Notebooks ⭐ 1,093

Collection of google colaboratory notebooks for fast and easy experiments

Variational Autoencoder ⭐ 1,049

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Deeprobust ⭐ 904

A pytorch adversarial library for attack and defense methods on images and graphs

Compressai ⭐ 882

A PyTorch library and evaluation platform for end-to-end compression research

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Tinyneuralnetwork ⭐ 681

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

Dassl.pytorch ⭐ 681

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

3d Reconstruction With Deep Learning Methods ⭐ 653

List of projects for 3d reconstruction

Neural network-based singing voice synthesis library for research

Wdsr_ntire2018 ⭐ 520

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

Real Time Gesrec ⭐ 469

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

Openchem ⭐ 450

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

Trending Deep Learning ⭐ 449

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

Generative Inpainting Pytorch ⭐ 435

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

Yolo2 Pytorch ⭐ 423

PyTorch implementation of the YOLO (You Only Look Once) v2

Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

Bayesian Torch ⭐ 396

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

Styleswin ⭐ 375

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Torchcde ⭐ 361

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

Neuronlp2 ⭐ 358

Deep neural models for core NLP tasks (Pytorch version)

Antares ⭐ 355

Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12, GraphCore, SYCL for CPU/GPU, OpenCL for AMD/NVIDIA, Android CPU/GPU backends.

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Mobilenetv2.pytorch ⭐ 352

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

Neuralcde ⭐ 352

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

Pytorch Cpn ⭐ 351

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

Deep Learning Projects that Build Themselves

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

LCNN: End-to-End Wireframe Parsing

Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Research code for pixel-based encoders of language (PIXEL)

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Deepsim ⭐ 288

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

🦖 X—LLM: Cutting Edge & Easy LLM Finetuning

Pose Residual Network Pytorch ⭐ 282

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

Nn Meter ⭐ 265

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Synergynet ⭐ 264

3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry

Manifold_mixup ⭐ 262

Code for reproducing Manifold Mixup results (ICML 2019)

Pytorch Vdsr ⭐ 261

VDSR (CVPR2016) pytorch implementation

Deephyper ⭐ 253

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

Model_optimization ⭐ 245

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Minimalist implementation of VQ-VAE in Pytorch

Learning to Cluster. A deep clustering strategy.

Dsmil Wsi ⭐ 224

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Torchfold ⭐ 221

Tools for PyTorch

Portaspeech ⭐ 211

PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech

Character Based Cnn ⭐ 209

Implementation of character based convolutional neural network

Mini Alphastar ⭐ 206

A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.

ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Snap N Eat ⭐ 204

Food detection and recommendation with deep learning

Pytorch_bn_fusion ⭐ 192

Batch normalization fusion for PyTorch

Octconv.pytorch ⭐ 187

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

Related Searches

Python Pytorch (15,943)

Deep Learning Pytorch (7,533)

Jupyter Notebook Pytorch (4,892)

Machine Learning Pytorch (2,934)

Python Deep Neural Networks (2,195)

Dataset Pytorch (1,848)

Pytorch Convolutional Neural Networks (1,777)

Pytorch Neural Network (1,631)

Pytorch Natural Language Processing (1,408)

Network Pytorch (1,301)

1-100 of 343 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.