MmclassificationOpenMMLab Image Classification Toolbox and Benchmark
Stars: ✭ 532 (+1166.67%)
Ir NetThis project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.
Stars: ✭ 119 (+183.33%)
SAN[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
Stars: ✭ 41 (-2.38%)
Cnn ModelsImageNet pre-trained models with batch normalization for the Caffe framework
Stars: ✭ 355 (+745.24%)
pytorch2kerasPyTorch to Keras model convertor
Stars: ✭ 788 (+1776.19%)
FusenetDeep fusion project of deeply-fused nets, and the study on the connection to ensembling
Stars: ✭ 230 (+447.62%)
Pytorch2kerasPyTorch to Keras model convertor
Stars: ✭ 676 (+1509.52%)
Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
Stars: ✭ 1,258 (+2895.24%)
ImagenetThis implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Stars: ✭ 126 (+200%)
Pyramidnet PytorchA PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Stars: ✭ 234 (+457.14%)
simpleAICV-pytorch-ImageNet-COCO-trainingSimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.
Stars: ✭ 276 (+557.14%)
Pytorch Imagenet Cifar Coco Voc TrainingTraining examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.
Stars: ✭ 130 (+209.52%)
PyramidnetTorch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
Stars: ✭ 121 (+188.1%)
PyTorch-LMDBScripts to work with LMDB + PyTorch for Imagenet training
Stars: ✭ 49 (+16.67%)
Octconv.pytorchPyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Stars: ✭ 229 (+445.24%)
Pretrained Models.pytorchPretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Stars: ✭ 8,318 (+19704.76%)
SegmentationcppA c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
Stars: ✭ 49 (+16.67%)
Senet CaffeA Caffe Re-Implementation of SENet
Stars: ✭ 169 (+302.38%)
IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
Stars: ✭ 163 (+288.1%)
ModelZoo.pytorchHands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Stars: ✭ 42 (+0%)
Meal V2MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
Stars: ✭ 534 (+1171.43%)
Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Stars: ✭ 720 (+1614.29%)
Lemniscate.pytorchUnsupervised Feature Learning via Non-parametric Instance Discrimination
Stars: ✭ 532 (+1166.67%)
Pytorch resnet cifar10Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
Stars: ✭ 537 (+1178.57%)
AddernetCode for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
Stars: ✭ 722 (+1619.05%)
Tf TutorialsA collection of deep learning tutorials using Tensorflow and Python
Stars: ✭ 524 (+1147.62%)
FishnetImplementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
Stars: ✭ 533 (+1169.05%)
Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
Stars: ✭ 700 (+1566.67%)
ResnetTensorflow ResNet implementation on cifar10
Stars: ✭ 10 (-76.19%)
Imagenetscraper👁 Bulk-download all thumbnails from an ImageNet synset, with optional rescaling
Stars: ✭ 24 (-42.86%)
Ml5 LibraryFriendly machine learning for the web! 🤖
Stars: ✭ 5,280 (+12471.43%)
Tensorflow object tracking videoObject Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition
Stars: ✭ 491 (+1069.05%)
RobustnessCorruption and Perturbation Robustness (ICLR 2019)
Stars: ✭ 463 (+1002.38%)
RandwirennImplementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
Stars: ✭ 675 (+1507.14%)
MsdnetMulti-Scale Dense Networks for Resource Efficient Image Classification (ICLR 2018 Oral)
Stars: ✭ 443 (+954.76%)
RetinanetKeras implementation of RetinaNet for object detection and visual relationship identification
Stars: ✭ 24 (-42.86%)
Efficientnet PytorchA PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
Stars: ✭ 6,685 (+15816.67%)
Class Balanced LossClass-Balanced Loss Based on Effective Number of Samples. CVPR 2019
Stars: ✭ 433 (+930.95%)
Neural Backed Decision TreesMaking decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Stars: ✭ 411 (+878.57%)
Constrained attention filter(ECCV 2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks
Stars: ✭ 36 (-14.29%)
AutodlAutomated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Stars: ✭ 854 (+1933.33%)
Mini ImagenetGenerate mini-ImageNet with ImageNet for fewshot learning
Stars: ✭ 22 (-47.62%)
Deep Ctr PredictionCTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Stars: ✭ 628 (+1395.24%)
Cbir🏞 A content-based image retrieval (CBIR) system
Stars: ✭ 407 (+869.05%)
Computer VisionProgramming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition
Stars: ✭ 408 (+871.43%)
Fpn tensorflowA Tensorflow implementation of FPN detection framework.
Stars: ✭ 407 (+869.05%)
Pytorch classification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提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
Stars: ✭ 395 (+840.48%)
TensorlayerDeep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Stars: ✭ 6,796 (+16080.95%)
Label StudioLabel Studio is a multi-type data labeling and annotation tool with standardized output format
Stars: ✭ 7,264 (+17195.24%)
Espnetv2A light-weight, power efficient, and general purpose convolutional neural network
Stars: ✭ 377 (+797.62%)
Basic cnns tensorflow2A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Stars: ✭ 374 (+790.48%)