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Top 152 imagenet open source projects

Orange3 Imageanalytics

🍊 🎑 Orange3 add-on for dealing with image related tasks

✭ 24

python image-classification imagenet embeddings image-analysis

Imagenetscraper

👁 Bulk-download all thumbnails from an ImageNet synset, with optional rescaling

✭ 24

python machine-learning dataset scraper imagenet

Generate mini-ImageNet with ImageNet for fewshot learning

✭ 22

python imagenet

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

✭ 6,796

python deep-learning tensorflow neural-network artificial-intelligence reinforcement-learning object-detection google gan chatbot imagenet tensorflow-tutorials dqn a3c tensorlayer tensorflow-tutorial

Switchable Normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

✭ 804

html pytorch convolutional-neural-networks deeplearning imagenet

Pytorch image classification

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

✭ 795

python pytorch computer-vision imagenet cifar10

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

✭ 722

python pytorch convolutional-neural-networks imagenet

Caffenet Benchmark

Evaluation of the CNN design choices performance on ImageNet-2012.

✭ 700

jupyter-notebook convolutional-neural-networks dataset architecture benchmark caffe imagenet convolutional-networks

PyTorch to Keras model convertor

✭ 676

python deep-learning pytorch tensorflow keras converter resnet imagenet machinelearning keras-tensorflow onnx densenet tensorflow-models keras-models

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

✭ 675

python imagenet neural-architecture-search

Hrnet Image Classification

Train the HRNet model on ImageNet

✭ 633

python image-classification imagenet

Pytorch Mobilenet V3

MobileNetV3 in pytorch and ImageNet pretrained models

✭ 616

python pytorch classification imagenet mobilenet mobilenetv2

Powerful and efficient Computer Vision Annotation Tool (CVAT)

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

✭ 534

python pytorch imagenet

Lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

✭ 532

python deep-learning pytorch computer-vision unsupervised-learning imagenet representation-learning cvpr2018

Mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

✭ 532

python pytorch image-classification resnet imagenet mobilenet resnext

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

✭ 533

python deep-learning segmentation image-classification imagenet

Friendly machine learning for the web! 🤖

✭ 5,280

javascript deep-learning machine-learning neural-network lstm imagenet p5xjs

Tensorflow object tracking video

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

✭ 491

python tensorflow video object-detection dataset classification detection yolo imagenet inception

Corruption and Perturbation Robustness (ICLR 2019)

✭ 463

python deep-learning machine-learning pytorch computer-vision convolutional-neural-networks imagenet

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

✭ 443

lua deep-learning computer-vision imagenet

Class Balanced Loss

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

✭ 433

python deep-learning tensorflow computer-vision imagenet cvpr

Neural Backed Decision Trees

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

✭ 411

python pytorch neural-networks image-classification imagenet pretrained-models interpretability cifar10 decision-trees

Computer Vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

✭ 408

jupyter-notebook deep-learning computer-vision convolutional-neural-networks image-classification imagenet

A light-weight, power efficient, and general purpose convolutional neural network

✭ 377

python deep-learning machine-learning pytorch convolutional-neural-networks cnn semantic-segmentation lightweight imagenet efficient

Mobilenetv2.pytorch

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

✭ 369

python pytorch deep-neural-networks imagenet pretrained-models mobilenetv2

ImageNet pre-trained models with batch normalization for the Caffe framework

✭ 355

python caffe resnet imagenet pretrained-models vgg16 vgg cnn-model

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

✭ 350

deep-learning caffe imagenet torch densenet

Benchmarking Keras Pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

✭ 346

python deep-learning pytorch keras cnn imagenet benchmarking pytorch-tutorial cnn-keras keras-tutorials

Rectlabel Support

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

✭ 338

python tensorflow object-detection tools segmentation detection image-classification yolo annotations imagenet ssd faster-rcnn polygon image-annotation

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

✭ 319

python deep-learning pytorch object-detection image-classification transfer-learning imagenet

Php Opencv Examples

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)

✭ 333

docker tensorflow opencv detection caffe ml face imagenet torch onnx darknet mobilenet recognition dnn

Pytorch Randaugment

Unofficial PyTorch Reimplementation of RandAugment.

✭ 323

python deep-learning pytorch computer-vision convolutional-neural-networks classification imagenet augmentation

Natural Adv Examples

A Harder ImageNet Test Set (CVPR 2021)

✭ 317

python imagenet

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

✭ 319

python deep-learning tensorflow computer-vision convolutional-neural-networks image-classification transfer-learning imagenet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

✭ 314

python architecture imagenet

Pnasnet.pytorch

PyTorch implementation of PNASNet-5 on ImageNet

✭ 309

python deep-learning pytorch automl imagenet neural-architecture-search

Segmentation models.pytorch

Segmentation models with pretrained backbones. PyTorch.

Computer Vision Leaderboard

Comparison of famous convolutional neural network models

✭ 299

computer-vision cnn imagenet image-retrieval

Pytorch Hardnet

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

✭ 293

python object-detection semantic-segmentation imagenet densenet

Mobilenetv3.pytorch

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet

✭ 283

python imagenet pretrained-models

Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

✭ 270

python deeplearning imagenet neural-architecture-search

Efficientnet Pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

✭ 6,685

python shell feature-extraction imagenet pretrained-models efficientnet-pytorch

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

✭ 50

python pytorch imagenet pretrained-models resnext neural-architecture-search regnet

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

✭ 262

python shell computer-vision deep-learning classification imagenet cvt

ONNX-ImageNet-1K-Object-Detector

Python scripts for performing object detection with the 1000 labels of the ImageNet dataset in ONNX. The repository combines a class agnostic object localizer to first detect the objects in the image, and next a ResNet50 model trained on ImageNet is used to label each box.

✭ 18

python opencv computer-vision imagenet object-detection onnx object-localization class-agnostic-detection

keras cv attention models

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

✭ 159

python recognition tensorflow model detection keras tf2 imagenet attention coco tf visualizing anchor-free

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

✭ 8,046

python imagenet image-classification object-detection semantic-segmentation mscoco mask-rcnn ade20k swin-transformer

perceptual-advex

Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".

✭ 44

python Jupyter Notebook machine-learning pytorch imagenet robustness adversarial-attacks

Open-Set-Recognition

Open Set Recognition

✭ 49

python shell pytorch mnist imagenet cifar openmax open-set openset center-loss open-set-recognition oltr openset-classification openset-recognition

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

TensorFlow ImageNet - Training and SOTA checkpoints

✭ 50

python shell tensorflow checkpoint imagenet inception mobilenets

Attack-ImageNet

No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.

✭ 41

python deep-learning pytorch imagenet adversarial-attacks

Tiny-Imagenet-200

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

✭ 68

python shell anaconda imagenet convolutional-neural-networks hyperparameter-search tiny-imagenet200 tiny-imagenet

ModelZoo.pytorch

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

✭ 42

python training pytorch imagenet resnet pre-trained modelzoo sota mobilenet mobilenetv3 traicks

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet

✭ 54

python pytorch imagenet attention pre-trained-model iclr2021 lambda-network

NIPS-Global-Paper-Implementation-Challenge

Selective Classification For Deep Neural Networks.

✭ 11

Jupyter Notebook python deep-neural-networks tensorflow keras dropout classification imagenet selective ilsvrc montecarlo nips-2017 cifar-10 cifar-100

Adversarial-Examples-in-PyTorch

Pytorch code to generate adversarial examples on mnist and ImageNet data.

✭ 112

python deep-learning pytorch imagenet adversarial-networks

alexnet-architecture.tensorflow

Unofficial TensorFlow implementation of "AlexNet" architecture.

✭ 15

python deep-neural-networks deep-learning tensorflow supervised-learning imagenet alexnet convolutional-neural-networks

61-120 of 152 imagenet projects