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291 search results found

Facenet ⭐ 13,133

Face recognition using Tensorflow

Models ⭐ 6,819

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Deep High Resolution Net.pytorch ⭐ 3,934

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Pytorch Cifar100 ⭐ 3,687

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Mmpretrain ⭐ 3,571

OpenMMLab Pre-training Toolbox and Benchmark

Pytorch Studiogan ⭐ 3,226

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Human Pose Estimation.pytorch ⭐ 2,727

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

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

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

X Anylabeling ⭐ 1,642

Effortless data labeling with AI support from Segment Anything and other awesome models.

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Deep Feature Flow ⭐ 1,261

Deep Feature Flow for Video Recognition

Keras Resnet ⭐ 1,194

Residual networks implementation using Keras-1.0 functional API

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Awesome Backbones ⭐ 1,079

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Tensornets ⭐ 968

High level network definitions with pre-trained weights in TensorFlow

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Pytorch2keras ⭐ 859

PyTorch to Keras model convertor

Addernet ⭐ 857

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Resnet 1k Layers ⭐ 740

Deep Residual Networks with 1K Layers

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Neural Network Compression Framework for enhanced OpenVINO™ inference

Keras Idiomatic Programmer ⭐ 705

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

Deepfake Detection ⭐ 583

Towards deepfake detection that actually works

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Vqa.pytorch ⭐ 536

Visual Question Answering in Pytorch

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Awesome Computer Vision Models ⭐ 520

A list of popular deep learning models related to classification, segmentation and detection problems

C 3 Framework ⭐ 501

An open-source PyTorch code for crowd counting

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Awesome Panoptic Segmentation ⭐ 430

Panoptic Segmentation Resources List

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Awesome Very Deep Learning ⭐ 427

♾A curated list of papers and code about very deep neural networks

Img2vec ⭐ 426

🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image

Laneatt ⭐ 418

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

Efficient Learning of Augmentation Policy Schedules

Deep Ctr Prediction ⭐ 389

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Deep Koalarization ⭐ 375

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

High-level batteries-included neural network training library for Pytorch

Pytorch Cpn ⭐ 351

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

Class Balanced Loss ⭐ 349

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Centernet Better ⭐ 341

An easy to understand and better performance version of CenterNet

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

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

Inception V4 ⭐ 323

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

Keras Squeeze Excite Network ⭐ 316

Implementation of Squeeze and Excitation Networks in Keras

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Img_classification_pk_pytorch ⭐ 299

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

Examples ⭐ 299

Example code and applications for machine learning on Graphcore IPUs

Holocron ⭐ 291

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Menoh: fast DNN inference library with multiple programming language support

Ai_papers ⭐ 254

PyTorch Framework for Developing Memory Efficient Deep Invertible Networks

Traffic Sign Detection ⭐ 236

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

Ssd Variants ⭐ 220

PyTorch implementation of several SSD based object detection algorithms.

Wideresnet Pytorch ⭐ 206

Wide Residual Networks (WideResNets) in PyTorch

A toolbox of vision models and algorithms based on MindSpore

Tensorflow Computer Vision Tutorial ⭐ 205

Tutorials of deep learning for computer vision.

Flaxmodels ⭐ 201

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Non Local Nn Pytorch ⭐ 193

PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

Pytorch Distributed Training ⭐ 174

Simple tutorials on Pytorch DDP training

Bestyolo ⭐ 172

🌟Change the world, it will become a better place. | 以科研和竞赛为导向的最好的YOLO实践框架!

Voice_activity_detection ⭐ 171

Voice Activity Detection based on Deep Learning & TensorFlow

Keras Inception Resnet V2 ⭐ 167

The Inception-ResNet v2 model using Keras (with weight files)

Selecsls Pytorch ⭐ 165

Reference 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".

Deeplab V2 Resnet 101 Tensorflow ⭐ 164

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Teacher Assistant Knowledge Distillation ⭐ 157

Using Teacher Assistants to Improve Knowledge Distillation

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Learning To Reweight Examples ⭐ 153

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

Keraspersonlab ⭐ 147

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

Video Platform for Action Recognition and Object Detection in Pytorch

Sceneclassify ⭐ 143

AI场景分类竞赛

Deep Vision ⭐ 140

Learning and replicating famous deep learning models for computer vision tasks

Cvpr18 Inaturalist Transfer ⭐ 139

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

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