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110 search results found

Paddlex ⭐ 4,510

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

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Resnext ⭐ 1,652

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Caffe Model ⭐ 1,238

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

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

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Neural Network Compression Framework for enhanced OpenVINO™ inference

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Pytorchinsight ⭐ 678

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

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Pytorch Image Classification ⭐ 475

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

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.

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

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

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Tianchi Medical Lungtumordetect ⭐ 286

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Torchsat ⭐ 285

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

Iter Reason ⭐ 258

Code for Iterative Reasoning Paper (CVPR 2018)

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Luna16 Lung Nodule Analysis 2016 Challenge ⭐ 211

LUNA16-Lung-Nodule-Analysis-2016-Challenge

Libtorchtutorials ⭐ 168

This is a code repository for pytorch c++ (or libtorch) tutorial.

Bonnetal ⭐ 167

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

A2s2k Resnet ⭐ 132

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.

Ai_paper_review ⭐ 128

까먹으면 다시 보려고 정리합니다.

Darknet2ncnn ⭐ 123

Darknet2ncnn converts the darknet model to the ncnn model

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Scene Baseline ⭐ 85

PyTorch baseline for AI challenger Scene classification

Mxnet Model ⭐ 75

Mxnet models (includimg classification, detection and segmentation) and deploy files for famouse networks

Pytorch_semantic_segmentation ⭐ 73

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

Tensorflow Classification ⭐ 70

A unified program to check predictions of different convolutional neural networks for image classification.

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Pytorch Priv ⭐ 53

Pytorch implementation for Classification, Semantic Segmentation and Object Detection

Scene Classification ⭐ 50

Scene classification task in AI Challenger competition

Remote Sensing Image Classification ⭐ 48

深度学习图像分类的入门教程

Dhcd_dataset ⭐ 46

Dataset of Devnagari (Nepali) handwritten characters.

Batch Instance Normalization ⭐ 46

Batch-Instance Normalization (BIN)

Protein Atlas Fastai ⭐ 46

Code for training a Resnet model for the Human Protein Atlas Image Classification competition

Scalenet ⭐ 46

Data-Driven Neuron Allocation for Scale Aggregation Networks

Scene Classification ⭐ 43

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

Deep Mutual Learning ⭐ 39

An unofficial implementation of Deep Mutual Learning by Pytorch to do classification on cifar100.

Fine_grained_classification ⭐ 39

Constrained_attention_filter ⭐ 38

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

Deepmushroom ⭐ 36

Image classification of Fungus using ResNet

Tensorflow Resnet Image Classification ⭐ 31

这是之前我和我的组员参与Tiny-mind 手写汉字识别大赛的一个项目，主要实现了用Resnet或VGG16作为Backbone来训练一个分类任务以及基于opencv的一些排名5/700。这个项目也可以用于其他的图片分类任务，整个网络框架是基于Tensorflow实现的

Machine Learning for Skin Disease Classification

Neuralblack ⭐ 30

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Pytorchnet ⭐ 29

Generalized Framework for PyTorch

Image_classification_pytorch ⭐ 26

image classification using pytorch-project-template, train a model of classification easily by modifying a json configuration

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Driverpostureclassification ⭐ 23

PyTorch-based Driver Posture Classification

Pytorch Classification ⭐ 23

Training of image classification models with PyTorch

Deeplearning Classification With Tensorflow ⭐ 22

We realized an integrated classification project from training from scratch to predict utilizing classical networks with tensorflow, including VGG16, ResNet series. With this repository, you can train your own data and realize prediction.

Music Genre Classification ⭐ 20

Zalo AI Challenge - Music Genre Classification

Car Detection Model Prediction ⭐ 20

Garbage_classification ⭐ 19

(2020)Deployment of garbage classification model based on wed service

Pytorch Material Classification ⭐ 19

Material Classification with Convolutional Networks in PyTorch

Agricultural Disease Classification ⭐ 19

AIchallenger2018 Agricultural-Disease 农作物病害检测

Deepometry ⭐ 18

Image classification for imaging flow cytometry.

Resnet For Radio Recognition ⭐ 18

Implementation and improvement of "Over the Air Deep Learning Based Radio Signal Classification"

Softmax_triplet_loss ⭐ 18

(WACV 2020) Tensorflow implementation of Boosting Standard Classification Architectures Through a Ranking Regularizer

Caffe Model Gallery ⭐ 18

Caffe model zoo for Computer Vision, classification, detection, semantic segmentation, human pose estimation

Cifarclassify ⭐ 17

实现常用图像分类算法

Darkon Examples ⭐ 16

Examples for darkon

Pytorch_onnx_openvino ⭐ 16

Validation of the PyTorch -> ONNX -> Intel OpenVino workflow using pretrained ResNet-50

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

Context Art Classification ⭐ 15

Automatic art classification with deep learning and knowledge graphs.

Neural Ode ⭐ 15

Experiments with Neural Ordinary Differential Equations on image and text classification tasks

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Video Classification 3d Cnn ⭐ 15

Video classification tools using 3D ResNet

Brand_classification ⭐ 14

车辆品牌识别

Recyclenet ⭐ 14

Effective trash classification model using only a small number of annotated images

Emotion_classification ⭐ 12

emotion classification using fer2013 datasets with a Tensorflow CNN model.

Fine-Grained Visual Classification for Plants & Flowers

Intel Scene Classification ⭐ 12

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

Region Based Non Local Network ⭐ 11

[Codes of paper]: Region-based Non-local operation for Video Classification

Difficultyawareembedding ⭐ 10

A difficulty-aware embedding of complementary deep networks for image classification

Actionclassification ⭐ 10

Video action classification benchmark for common CNN architectures, implemented in PyTorch

Resnext For Hrrsi Scene Classification ⭐ 10

ResNeXt,ResNet, tensorflow,python

Ai Competition Huawei ⭐ 9

Code of HuaWeiCloud AI competition: classification.

Nfl_impact_detection ⭐ 8

Solution for the NFL 1st and Future - Impact Detection Kaggle Competition

Animals Classification ⭐ 8

Animals classification using CNN

Deep Learning Based Radio Signal Classification ⭐ 8

Final Project for AI Wireless

Classification Cifar10 Pytorch ⭐ 7

Train several classical classification networks in cifar10 dataset by PyTorch

Realtime_resnet50 ⭐ 7

Image classification using ResNet50. Image input from webcam.

Simple Cv Pytorch Master ⭐ 7

This code includes classification and detection tasks in Computer Vision, and semantic segmentation task will be added later.

Pytorch_simple_classification_baselines ⭐ 7

Simple pytorch classification baselines for MNIST, CIFAR and ImageNet

Pytorch Classification ⭐ 7

Pytorch model for classification

Kaggle Camera ⭐ 7

My solution to Kaggle challenge "IEEE Camera Model Identification" [top 3%]

Kaggle Cdiscount ⭐ 7

Solution for Cdiscount’s Image Classification Challenge on Kaggle (37th place, top 6%).

Uniformaugment ⭐ 6

Unofficial PyTorch Reimplementation of UniformAugment.

Mivisionx Inference Tutorial ⭐ 6

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit.

Tricks And New Resnet ⭐ 6

Bag of Tricks for Image Classification with Convolutional Neural Networks and a new ResNet

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