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117 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.

Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Antialiased Cnns ⭐ 1,607

pip install antialiased-cnns to improve stability and accuracy

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN

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.

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Freeanchor ⭐ 623

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

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

C 3 Framework ⭐ 501

An open-source PyTorch code for crowd counting

Awesome Computer Vision Models ⭐ 495

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

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Awesome Panoptic Segmentation ⭐ 430

Panoptic Segmentation Resources List

Laneatt ⭐ 418

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

Epipolarpose ⭐ 366

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

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

Sparsezoo ⭐ 347

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Centernet Better ⭐ 341

An easy to understand and better performance version of CenterNet

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

Assembled Cnn ⭐ 311

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

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.

🏞 A content-based image retrieval (CBIR) system

Img_classification_pk_pytorch ⭐ 299

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

Holocron ⭐ 291

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

A toolbox of vision models and algorithms based on MindSpore

Tensorflow Computer Vision Tutorial ⭐ 205

Tutorials of deep learning for computer vision.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Bonnetal ⭐ 167

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

Iresnet ⭐ 157

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

Keraspersonlab ⭐ 147

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

Cvpr18 Inaturalist Transfer ⭐ 139

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

Snca.pytorch ⭐ 136

Improving Generalization via Scalable Neighborhood Component Analysis

Xcenternet ⭐ 131

Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in TensorFlow 2.4+.

Timeception ⭐ 130

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

Obj_det_progress_tracker ⭐ 119

Object Detection Progress Tracker

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

Pytorchconv3d ⭐ 95

I3D and 3D-ResNets in PyTorch

Neural Dream ⭐ 87

PyTorch implementation of DeepDream algorithm

Scratchai ⭐ 81

scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.

Tgs Saltnet ⭐ 80

Kaggle | 21st place solution for TGS Salt Identification Challenge

A one stop shop for all of your activity recognition needs.

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Bmw Intelopenvino Detection Inference Api ⭐ 70

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

Jax Resnet ⭐ 67

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

Cvpr18 Caption Eval ⭐ 66

Learning to Evaluate Image Captioning. CVPR 2018

PyTorch implementation of "SRM : A Style-based Recalibration Module for Convolutional Neural Networks"

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

Chainer Mask Rcnn ⭐ 55

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Document Image Unwarping Pytorch ⭐ 55

Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"

Python_cv_ai_ml ⭐ 54

用python做计算机视觉，人工智能，机器学习，深度学习等

Pretext Invariant Representations ⭐ 52

Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations

Keras_rmac_plus ⭐ 43

Keras implementation of R-MAC+ descriptors

Scene Classification ⭐ 43

微调 Inception-ResNet-V2, 解决 AI Challenger 2017 场景分类问题。

De_resnet_unet_hyb ⭐ 41

Depth estimation from RGB images using fully convolutional neural networks.

Mobile Image Matting ⭐ 40

a lightweight image matting model

Car Model Classification ⭐ 40

Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)

Picsarthack Binary Segmentation ⭐ 39

Segmenting people on photos using IOS devices [Pytorch; Unet]

Efficientnet Retinanet ⭐ 33

Pytorch implementation of RetinaNet using EfficientNets as feature extractor or backbone network.

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Semantic Aware Scene Recognition ⭐ 29

Pytorch Implementation of Semantic-Aware Scene Recognition Paper

Fcos Gluon Cv ⭐ 29

FCOS: Fully Convolutional One-Stage Object Detection

Awesome_cnn ⭐ 26

A collection of CNN structures, contains PyTorch Implementation and Netscope Visualization.

Simple mmdetection CPU inference

Cnn Models ⭐ 25

YOLO-v2, ResNet-32, GoogLeNet-lite

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

PyTorch's Semantic Segmentation Toolbox

Tf_semanticsegmentation ⭐ 22

Semantic image segmentation network with pyramid atrous convolution and boundary-aware loss for Tensorflow.

Detectron2 Licenseplates ⭐ 21

Train license plates detection model using Detectron2

Car Detection Model Prediction ⭐ 20

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Show Attend And Tell ⭐ 18

A PyTorch implementation of the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Skin_lesions_classification_dcnns ⭐ 18

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Faster_rcnn ⭐ 17

An implementation of Faster R-CNN applied to vehicle detection.

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

Facial Expression Prediction ⭐ 17

Facial Expression Prediction with Deep Learning

Deeplearningbenchmarks ⭐ 16

Benchmarks across Deep Learning Frameworks in Julia and Python

Video Classification 3d Cnn ⭐ 15

Video classification tools using 3D ResNet

Context Art Classification ⭐ 15

Automatic art classification with deep learning and knowledge graphs.

Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"

Resnet Lightning ⭐ 15

PyTorch Lighning wrapper to make training ResNet classifiers easier.

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

Naruto_handsign_classification ⭐ 13

Naruto Hand Gesture Recognition with OpenCV and Transfer Learning

Semisupervised_image_classifier ⭐ 13

ResNet-34 implementation of the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles" in Keras

Pytorch_resnet_rs ⭐ 12

Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)

Image_captioning_with_attention ⭐ 12

CaptionBot : Sequence to Sequence Modelling where Encoder is CNN(Resnet-50) and Decoder is LSTMCell with soft attention mechanism

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Intel Scene Classification ⭐ 12

Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank

Pytorch Image Captioning ⭐ 11

Transformer & CNN Image Captioning model in PyTorch.

Depth_estimation_with_densenet Unet_hybrid ⭐ 11

Depth estimation from RGB images using a DenseNet based deep model.

A Pytorch Tutorial To Class Incremental Learning ⭐ 10

a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.

Dren_tensorflow ⭐ 10

DREN Tensorflow rotate mnist

Models for Remote Sensing

Pytorch code for "Learning Implicit Generative Models by Matching Perceptual Features", ICCV 2019

Pytorch_resnet ⭐ 9

A PyTorch implementation of ResNet

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