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Search results for convolutional neural networks image classification

convolutional-neural-networks x

image-classification x

117 search results found

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Attention Gated Networks ⭐ 1,099

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

Awesome Backbones ⭐ 1,079

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

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

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

Trashnet ⭐ 501

Dataset of images of trash; Torch-based CNN for garbage image classification

Pytorch Image Classification ⭐ 475

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

RMDL: Random Multimodel Deep Learning for Classification

Efficient Learning of Augmentation Policy Schedules

Computer Vision ⭐ 354

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

Modernconvnets ⭐ 318

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

Assembled Cnn ⭐ 311

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

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Mobilenetv2 ⭐ 240

A Keras implementation of MobileNetV2.

Mobilenetv2 Pytorch ⭐ 214

Impementation of MobileNetV2 in pytorch

Sharpened Cosine Similarity ⭐ 212

An alternative to convolution in neural networks

Toppaper ⭐ 207

Classic papers for beginners, and impact scope for authors.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Facial Expression Recognition Using Cnn ⭐ 190

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

Mixstyle Release ⭐ 190

Domain Generalization with MixStyle (ICLR'21)

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Machinelearning Ai ⭐ 184

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

Cnn 3d Images Tensorflow ⭐ 176

3D image classification using CNN (Convolutional Neural Network)

Iresnet ⭐ 157

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

Cnn Svm ⭐ 151

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Autoclint ⭐ 150

A specially designed light version of Fast AutoAugment

Wb_color_augmenter ⭐ 147

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Fakeimagedetector ⭐ 147

Image Tampering Detection using ELA and CNN

Malware Classification ⭐ 140

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Knowledge Distillation Keras ⭐ 132

A machine learning experiment

A2s2k Resnet ⭐ 132

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

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Convolution Vision Transformers ⭐ 110

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Deep Learning Image Classification Models Based Cnn Or Attention ⭐ 104

This project organizes classic images classification neural networks based on convolution or attention, and writes training and inference python scripts

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Hsi Traditional To Deep Models ⭐ 98

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

Meme Generator ⭐ 87

MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.

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 )

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Mobilenetv3 Pytorch ⭐ 64

Implementation of MobileNetV3 in pytorch

Sota Backbones ⭐ 64

A collection of SOTA Image Classification Models in PyTorch

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Cnn Image Classifier ⭐ 61

A Simple Deep Neural Network to classify images made with Keras

Cifar10cnnflask ⭐ 59

Building a HTTP-accessed convolutional neural network model using TensorFlow NN (tf.nn), CIFAR10 dataset, Python and Flask.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Tensorflow For Beginners ⭐ 54

Introduction to deep learning with Tensorflow.

Embedded_gcnn ⭐ 54

Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow

Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification

Image Classification Caltech 256 ⭐ 50

Exploring CNNs and model quantization on Caltech-256 dataset

Convolutional Neural Network for Image Classification with Theano.

Hotdog Or Not Hotdog ⭐ 49

Implementation of Hot Dog or not app from Silicon Valley (CNN to identify if the given picture is a hot dog or not)

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

Efficientnas ⭐ 46

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

Cnn_hsic_mrf ⭐ 45

This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification

An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

Plant_disease_detector ⭐ 40

AI powered plant disease detection and assistance platform currently available as an App and API.

Hardhat Detector ⭐ 40

A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Keras_bag_of_tricks ⭐ 39

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

Basic Image Eda ⭐ 37

A simple image dataset EDA tool (CLI / Code)

Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36

What makes convnets so powerful at image classification?

Ocular Disease Intelligent Recognition Deep Learning ⭐ 35

ODIR-2019. Ocular Disease Intelligent Recognition Through Deep Learning Architectures

Bird_species_classification ⭐ 34

Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data

Deepmodels ⭐ 33

TensorFlow Implementation of state-of-the-art models since 2012

G2c Conv3d Hsi ⭐ 31

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

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

3d Image Classification Tutorial ⭐ 30

Tutorial to train a 3D CNN to predict presence of pneumonia from CT scans.

Image Classification On Small Datasets In Pytorch ⭐ 29

This repo is special for those who want to start learning computer vision related tasks such as image classification.

Keras Application Zoo ⭐ 28

Reference implementations of popular DL models missing from keras-applications & keras-contrib

Deep_learning_projects ⭐ 28

Image_classification ⭐ 27

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

Eve Online Bot ⭐ 27

A Bot to play Eve Online leveraging various methods including popular machine learning tools. At this point, its a full blown AI.

Simplepythoncnn ⭐ 27

Only in native python & numpy with Keras interface

Skin Cancer Classification Using Deep Learning ⭐ 26

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

Deepcriticallearning ⭐ 26

Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.

Wildflower Finder ⭐ 25

Image classification of wildflowers using deep residual learning and convolutional neural nets

Advancedanalyticslabs ⭐ 24

Analytics labs notebooks for Statistics and Business School students

Live Cctv ⭐ 24

To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

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.

Stratified K Fold Cross Validation Image Classification Keras ⭐ 23

This python program demonstrates image classification with stratified k-fold cross validation technique.

Polsarformer ⭐ 22

This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

Tensorflow Image Classifier ⭐ 22

Easily train an image classifier and then use it to label/tag other images

Reproducibilty Challenge Ecanet ⭐ 22

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

Kaggle_leaf_disease_classification ⭐ 22

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

Coursera Ai For Medicine Specialization ⭐ 22

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Poke Pi Dex ⭐ 21

Our deep learning for computer vision related project for nostalgic poke weebs (Sistemi digitali, Unibo).

Brain Tumor Classification Using Deep Learning Algorithms ⭐ 21

To Detect and Classify Brain Tumors using CNN and ANN as an asset of Deep Learning and to examine the position of the tumor.

Convert pre-trained classifier to object detector without training

Tncr_dataset ⭐ 21

Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/

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