Awesome Open Source

Programming Languages

Search results for network image classification

image-classification x

73 search results found

Have Fun With Machine Learning ⭐ 4,912

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

Pytorch Cifar100 ⭐ 3,687

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Attention Gated Networks ⭐ 1,099

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Neural Backed Decision Trees ⭐ 445

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

Basic_cnns_tensorflow2 ⭐ 443

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

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

Computer Vision ⭐ 354

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

Bag_of_tricks_for_image_classification_with_convolutional_neural_networks ⭐ 352

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

Code and Pretrained model for IGCV3

Iresnet ⭐ 157

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

Polynomial_nets ⭐ 131

Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.

Tf_classification ⭐ 125

Training, evaluation and testing code for image classification using TensorFlow

Iciar2018 ⭐ 124

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Onnxjs Demo ⭐ 114

demos to show the capabilities of ONNX.js

Residual Attention Network ⭐ 93

Simplenet ⭐ 83

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification

Deepdenoising ⭐ 69

Convolutional Neural Networks for Visual Recognition in Stanford

Orthogonal Convolutional Neural Networks ⭐ 65

Code for paper "Orthogonal Convolutional Neural Networks".

Fewshotvision ⭐ 62

Code for Master research internship report : https://arxiv.org/abs/1909.13579

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Embedded_gcnn ⭐ 54

Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Global Self Attention Network ⭐ 49

A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks

Convolutional Neural Network for Image Classification with Theano.

Deep Learning ⭐ 48

Deep Learning Bootcamp

Deep Ranking ⭐ 47

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Harmonic Networks ⭐ 41

Bmvc_2019 ⭐ 41

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

Keras_bag_of_tricks ⭐ 39

Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras

Crowdlayer ⭐ 37

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Cifar 10 ⭐ 32

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Deep Learning ⭐ 31

Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the MNIST dataset, namely, a CNN using Keras and a fully-connected network using TensorFlow.

[AAAI-2020] Official implementations of HCGNets: Gated Convolutional Networks with Hybrid Connectivity for Image Classification

Faceclassification_tensorflow ⭐ 29

Building a Neural Network that classifies faces using OpenCV and Tensorflow

Imvisible ⭐ 28

ImVisible: Pedestrian Traffic Light Dataset, Neural Network, and Mobile Application for the Visually Impaired (CAIP '19, ACVR'19)

Head Network Distillation ⭐ 27

[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"

Graph Based Image Classification ⭐ 24

Implementation of Planar Graph Convolutional Networks in TensorFlow

Caltech_birds ⭐ 23

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network

Hyperspectral Image Classification via a Random Patches Network

Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification

Personalised Aesthetic Assessment Using Residual Adapters ⭐ 16

Jupyter notebooks used as supporting material for an msc thesis about personalised aesthetic assessment using residual adapters.

Straightforwardneuralnetwork ⭐ 15

A neural network lib in C++20 optimized for CPU. Create, train and use a neural network in less than 10 lines of codes.

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Multipath Nn ⭐ 15

Experiments exploring dynamic routing in artificial neural networks

Gandetection ⭐ 14

Detecting GAN generated Images using Convolutional Neural Networks

Training and Implementation of a CNN for image classification with binary weights and activations on FPGA with HLS tools

Complex Valued Cnn ⭐ 14

Complex-valued Convolutional Neural Networks

Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)

Fooling_network_interpretation ⭐ 12

Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification

Presnet Hsi ⭐ 12

Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"

Pscapsnet ⭐ 12

A PyTorch implementation of Parameter-sharing Capsule Network based on the paper "Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification"

Fully_convolutional_network ⭐ 10

Building, training and deploying a fully convolutional neural network in TensorFlow

Spectral-Spatial Attention Network for Hyperspectral Image Classification

Embeddingnet ⭐ 9

Embeddings learning using Siamese and Triplets for image classification

Nofe Caffe ⭐ 8

Network of Experts for Large-Scale Image Categorization [ECCV 2016]

Neural_network_on_ios ⭐ 8

Running neural network on IOS using Keras model and GPU To do Object detection and Image classification

Specpatconv3d Network ⭐ 8

An implementation of the neural network described in "Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification"

Corel2019 ⭐ 8

Code for AAAI 2019 Network Interpretability workshop paper

Saraspberrypi3imageclassifier ⭐ 8

Deep Learning Networks for Image Classifier deployed on a Raspberry Pi 3

Image Classification ⭐ 8

A short template to classify images using convolutional neural networks.

Dnnviewer ⭐ 7

Deep Neural Network viewer

Code for the paper "Rotation Equivariant Graph Convolutional Network for Spherical Image Classification", CVPR 2020

Deeplearning Quickstart ⭐ 6

A quick-start into deep learning, classifying top-wear/bottom-wear from the Myntra catalog.

Pybrain Picture Sort ⭐ 6

Image classification with pybrain

Multi Column Deep Convolutional Neural Networks ⭐ 6

Multi-column Deep Convolutional Neural Networks for Image Classification (Tensorflow)

Scalable_rnn_hsi ⭐ 5

Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"

Related Searches

Python Network (11,547)

Python Neural Network (7,064)

Deep Learning Neural Network (3,760)

Jupyter Notebook Network (3,562)

Javascript Network (3,112)

Deep Learning Network (2,403)

C Plus Plus Network (2,127)

Java Network (1,948)

C Network (1,517)

Golang Network (1,513)

1-73 of 73 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.