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Cascaded Pyramid Network for Multi-Person Pose Estimation (CVPR 2018)

Neural Network Compression Framework for enhanced OpenVINO™ inference

Pytorch Segmentation Detection ⭐ 720

Image Segmentation and Object Detection in Pytorch

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

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

Image Super Resolution ⭐ 702

Implementation of Super Resolution CNN in Keras.

Random Erasing ⭐ 697

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Dota Doai ⭐ 676

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Convnet Burden ⭐ 659

Memory consumption and FLOP count estimates for convnets

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Face_pytorch ⭐ 653

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

Sc Sfmlearner Release ⭐ 639

Unsupervised Scale-consistent Depth Learning from Video (IJCV2021 & NeurIPS 2019)

Tensorflow Deeplab V3 Plus ⭐ 637

DeepLabv3+ built in TensorFlow

Fastfcn ⭐ 636

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

Cbam.pytorch ⭐ 630

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

Slimmable_networks ⭐ 623

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

Freeanchor ⭐ 623

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

Pytorch_resnet_cifar10 ⭐ 614

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Senet Tensorflow ⭐ 611

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

Cutmix Pytorch ⭐ 611

Official Pytorch implementation of CutMix regularizer

Flexible Yolov5 ⭐ 607

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

Insightface_tf ⭐ 607

Insight Face on TensorFlow

Meal V2 ⭐ 603

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

Seetaface6 ⭐ 588

SeetaFace 6: Newest open and free, full stack face recognization toolkit.

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Kill The Bits ⭐ 582

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

Diracnets ⭐ 582

Training Very Deep Neural Networks Without Skip-Connections

Ibn Net ⭐ 578

Instance-Batch Normalization Networks (ECCV2018)

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

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

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Functional Zoo ⭐ 557

PyTorch and Tensorflow functional model definitions

Dogs_vs_cats ⭐ 549

Efficient 3dcnns ⭐ 549

PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.

Person Re Ranking ⭐ 548

Person Re-ranking (CVPR 2017)

Gluoncv Torch ⭐ 548

PyTorch API for GluonCV Models

Vqa.pytorch ⭐ 536

Visual Question Answering in Pytorch

Octconv ⭐ 532

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Pytorchnethub ⭐ 519

项目注释+论文复现+算法竞赛+Pytorch实践

Deeplabv3plus Pytorch ⭐ 511

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

Self Label ⭐ 507

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

Deepfake Detection ⭐ 501

Towards deepfake detection that actually works

C 3 Framework ⭐ 501

An open-source PyTorch code for crowd counting

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Awesome Computer Vision Models ⭐ 497

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

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

Teacher Free Knowledge Distillation ⭐ 490

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

Octaveconv ⭐ 490

A MXNet Implementation for Drop an Octave

Filter Pruning Geometric Median ⭐ 489

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Densenet Tensorflow ⭐ 471

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

Real Time Gesrec ⭐ 469

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

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Wespeaker ⭐ 450

Research and Production Oriented Speaker Recognition Toolkit

Deepslide ⭐ 449

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

Invertible Resnet ⭐ 448

Official Code for Invertible Residual Networks

Basic_cnns_tensorflow2 ⭐ 443

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

Pyvideoresearch ⭐ 435

A repository of common methods, datasets, and tasks for video research

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

Pytorch Spectral Normalization Gan ⭐ 421

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

Deepinversion ⭐ 419

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

Laneatt ⭐ 418

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

Psenet.pytorch ⭐ 412

A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network

Segmentron ⭐ 407

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

1st place models in Google OpenImage Detection Challenge 2019

Yellowfin ⭐ 402

auto-tuning momentum SGD optimizer

Efficient Learning of Augmentation Policy Schedules

Video_features ⭐ 397

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Imbalanced Semi Self ⭐ 393

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

R2cnn_fpn_tensorflow ⭐ 393

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

Siamrpn_plus_plus_pytorch ⭐ 390

SiamRPN, SiamRPN++, unofficial implementation of "SiamRPN++" (CVPR2019), multi-GPUs, LMDB.

Vedastr ⭐ 389

A scene text recognition toolbox based on PyTorch

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)

Poolnet ⭐ 389

Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"

Resnext.pytorch ⭐ 388

Reproduces ResNet-V3 with pytorch

Residualmaskingnetwork ⭐ 387

ICPR 2020: Facial Expression Recognition using Residual Masking Network

Fpn_tensorflow ⭐ 384

A Tensorflow implementation of FPN detection framework.

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

Simpleaicv_pytorch_training_examples ⭐ 380

SimpleAICV:pytorch training and testing examples.

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Pspnet Pytorch ⭐ 377

PyTorch implementation of PSPNet segmentation network

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Mega.pytorch ⭐ 375

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

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.

Epipolarpose ⭐ 366

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

Attention Augmented Conv2d ⭐ 363

Implementing Attention Augmented Convolutional Networks using Pytorch

Related Searches

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Resnet Imagenet (365)

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