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69 search results found

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

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.

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Featurelearningrotnet ⭐ 496

Long Tailed Recognition.pytorch ⭐ 492

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

Few Shot Classification Leaderboard ⭐ 303

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

Googlenet Inception ⭐ 232

TensorFlow implementation of GoogLeNet and Inception for image classification.

Caffe Deepbinarycode ⭐ 207

Supervised Semantics-preserving Deep Hashing (TPAMI18)

Mobilenet V2 ⭐ 201

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'

L Gm Loss ⭐ 158

Implementation of our accepted CVPR 2018 paper "Rethinking Feature Distribution for Loss Functions in Image Classification"

Udacity Machine Learning Nano Degree Courses

Darknet2ncnn ⭐ 123

Darknet2ncnn converts the darknet model to the ncnn model

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Free_adv_train ⭐ 95

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

Shiftresnet Cifar ⭐ 92

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

Keras Sequential Ascii ⭐ 84

ASCII summary for simple sequential models in Keras

Adamw Pytorch ⭐ 78

Implementation and experiments for AdamW on Pytorch

Pytorch Priv ⭐ 53

Pytorch implementation for Classification, Semantic Segmentation and Object Detection

Batch Instance Normalization ⭐ 46

Batch-Instance Normalization (BIN)

Mixco Mixup Contrast ⭐ 45

MixCo: Mix-up Contrastive Learning for Visual Representation, NeurIPS 2020 Workshop on SSL

Bag_of_tricks_cnn ⭐ 37

The implementation of paper "Bag of Tricks for Image Classification with Convolutional Neural Networks" by Xie et al.

Parameterized fit and prediction harnesses for pytorch

Code release for OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer (TIP2020)

Image_classification ⭐ 27

🎯 Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Hyperspherical Prototype Networks

code for "DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification"

Deep Learning Tutorial With Chainer ⭐ 24

Deep learning tutorial with Chainer

Machine Learning Notebooks ⭐ 22

15+ Machine/Deep Learning Projects in Ipython Notebooks

Specialistnets ⭐ 21

Distilling knowledge to specialist ConvNets for clustered classification

Pytorch Examples ⭐ 19

MNIST Clasification with Pytorch

Permutedadain ⭐ 18

Pytorch Implementation of PermutedAdaIN

Image_classification_cifar 10 ⭐ 18

Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.

Cifarclassify ⭐ 17

实现常用图像分类算法

Metric_learning_adversarial_robustness ⭐ 17

Code for NeurIPS 2019 Paper

Cifar10 Cnn ⭐ 17

Some experiments with CIFAR-10 dataset

Learning To Impute ⭐ 16

Learning to Impute: A General Framework for Semi-supervised Learning

Selective_deep_learning ⭐ 15

Code for the paper "Selective Classification for Deep Neural Networks"

Scatnetlight ⭐ 15

ScatNetLight for fast classifications of signals via Scattering Networks

Informationcompetingprocess ⭐ 13

The project page of paper: Information Competing Process for Learning Diversified Representations [NeurIPS 2019]

Dcfnet Pytorch ⭐ 13

Pytorch implementation for Decomposed Convolutional Filters Network

Hyperprotonetreproduce ⭐ 13

NeurIPS 2019 Paper Implementation

Cnn_object_classification ⭐ 12

Simple object classification project with deep-learning. We choose CIFAR10, CIFAR100 and Caltech101 as training datasets.

Nips Global Paper Implementation Challenge ⭐ 12

Selective Classification For Deep Neural Networks.

Pytorch Peleenet ⭐ 12

Simple Code Implementation of "PeleeNet" architecture in "Pelee Paper" using PyTorch.

Cifar10 Object Recognition ⭐ 9

{Python}: Mix-Match of several image Processing and Machine Learning Techniques for object recognition

Geneticnas ⭐ 9

The genetic neural architecture search (GeneticNAS) is a neural architecture search method that is based on genetic algorithm which utilized weight sharing across all candidate network.

Mobilenetv3 ⭐ 9

An implementation of MobileNetV3 with pyTorch

Tensorflow Mobilenetv1 ⭐ 8

Mobilenetv1 implemented by Tensorflow

Classification ⭐ 8

Repository for emDNN compressed classification models.

Udacity Image Classification ⭐ 8

Project 2 from Udacity DeepLearning NanoDegree

Classification Cifar10 Pytorch ⭐ 7

Train several classical classification networks in cifar10 dataset by PyTorch

Transfer Sgc ⭐ 7

Code for "Exploiting Unsupervised Inputs for Accurate Few-Shot Classification"

Code and data: Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning

Multi Criteria Active Deep Learning For Image Classification ⭐ 7

Multi-Criteria Active Deep Learning for Image Classification

Pytorch_simple_classification_baselines ⭐ 7

Simple pytorch classification baselines for MNIST, CIFAR and ImageNet

Pytorch Deep Learning ⭐ 6

GTSRB (Traffic sign), MNIST, CIFAR image classification and other good starting point

Classification With Coarse Fine Labels ⭐ 6

Code accompanying the paper Weakly Supervised Image Classification with Coarse and Fine Labels.

Uniformaugment ⭐ 6

Unofficial PyTorch Reimplementation of UniformAugment.

Mycifar255 ⭐ 6

卷积神经网络算法处理图片识别最大255个品类。 1，根据tensorflow -cifar10 示例改进，以便适应更多图片与分类。2，完善打包图片到Bin文件的生成机制

Cnn Cifar10 Example ⭐ 6

Simple example of a Convolutional Neural Network trained with Tensorflow on the CIFAR-10 dataset

Deepbilevel ⭐ 6

Deep Bilevel Learning. In ECCV, 2018.

Image Classification Cifar 10 Using Tensorflow ⭐ 5

image classification using cifar 10 dataset and tensorflow library and supported python library and create 92% accuracy on training dataset

Iclr_reproducibility_challenge_autoloss ⭐ 5

Codebase for Autoloss reproduction report (ICLR 2019)

Rmn Rpn For Fsl ⭐ 5

This is the source for paper "Relative Position and Map Networks in Few-shot Learning for Image Classification"

Imagefeaturesclassifier ⭐ 5

Using indico's imagefeatures API and scikit-learn to produce a solve an image classification task

Code for "Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K -means Features"

Image Processing With Cifar10 ⭐ 5

CIFAR10 dataseti ile basit bir image classification modeli oluşturdum.

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