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99 search results found

Label Studio ⭐ 16,496

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Cvat ⭐ 11,169

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Awesome Project Ideas ⭐ 6,856

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Imbalanced Dataset Sampler ⭐ 2,073

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Fastdup ⭐ 1,313

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Torchxrayvision ⭐ 760

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

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.

HAnd Gesture Recognition Image Dataset

RMDL: Random Multimodel Deep Learning for Classification

Residualmaskingnetwork ⭐ 387

ICPR 2020: Facial Expression Recognition using Residual Masking Network

Activation Visualization Histogram ⭐ 375

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

Group Normalization Tensorflow ⭐ 205

A TensorFlow implementation of Group Normalization on the task of image classification

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Font_recognition Deepfont ⭐ 136

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

A2s2k Resnet ⭐ 132

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

Remo Python ⭐ 131

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

Idenprof ⭐ 115

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

Imageclassification Pytorch ⭐ 114

Multi Task Learning ⭐ 100

Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.

Robot Grasp Detection ⭐ 97

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

Protest Detection Violence Estimation ⭐ 87

Implementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)

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.

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Od Weapondetection ⭐ 62

Datasets for weapon detection based on image classification and object detection tasks

✅ CODAR is a Framework built using PyTorch to analyze post (Text+Media) and predict Cyber Bullying and offensive content. 💬📷

Multidigitmnist ⭐ 54

Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning

Epillid Benchmark ⭐ 48

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

Glami 1m ⭐ 47

The largest multilingual image-text classification dataset. It contains fashion products.

Food Categories Classification ⭐ 46

This repository contains the dataset and the source code for the classification of food categories from meal images.

Serving Pytorch Models ⭐ 43

Serving PyTorch models with TorchServe 🔥

Images Web Crawler ⭐ 42

This package is a complete tool for creating a large dataset of images (specially designed -but not only- for machine learning enthusiasts). It can crawl the web, download images, rename / resize / covert the images and merge folders..

German Traffic Sign Classification Using Tensorflow ⭐ 40

In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.

Kaggle_image Classify ⭐ 39

Various Kaggle image classification challenges solutions

Basic Image Eda ⭐ 37

A simple image dataset EDA tool (CLI / Code)

Nsfw Classification Tensorflow ⭐ 37

NSFW classify model implemented with tensorflow.

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

What makes convnets so powerful at image classification?

Xception With Your Own Dataset ⭐ 36

Easy-to-use scripts for training and inferencing with Xception on your own dataset

Classification ⭐ 35

Catalyst.Classification

Tensorflow Image Classification ⭐ 34

Easy/Updated Tensorflow Image Classification

Detrac_covid19 ⭐ 34

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

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.

Check_orientation ⭐ 32

Model to check if image was rotated by 90, 180, 270 degrees.

Inspection of Power Line Assets: the Dataset (InsPLAD)

Legobrickclassification ⭐ 31

Repository to identify Lego bricks automatically only using images

A curated dataset of malware and benign Windows executable samples for malware researchers

Traffic_sign_classification_german ⭐ 29

Traffic sign classification for the German Traffic Sign Dataset

Imvisible ⭐ 28

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

Deep_learning_projects ⭐ 28

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

Al Fk Self Supervision ⭐ 25

Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

Grocery Product Classification ⭐ 24

Implementation of the paper "A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels"

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.

Tensorflow Image Classifier ⭐ 22

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

Auslan Party ⭐ 22

✌Real-time translation of the Auslan Alphabet

The Fashion-MNIST dataset and machine learning models.

Create, train and deploy AI models without writing code

Image_classification_cifar 10 ⭐ 18

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

Custom Cnn Based Image Classification In Pytorch ⭐ 17

Cdd Cesm Dataset ⭐ 16

This is a helper repository for the CDD-CESM Mammogram Dataset containing all the tools for pre-processing and segmentation models.

Sketchrecognition ⭐ 14

Model and Android app for sketch recognition using Google's quickdraw dataset

Resnet 50 101 152 ⭐ 14

This is an implementation of ResNet-50/101/152.

Traffic_sign_classifier With Streamlit ⭐ 14

Built a image classification model that classifies images into one of the 43 classes from the German Traffic sign dataset.

Image Classification ⭐ 14

Pre-trained VGG-Net Model for image classification using tensorflow

MyBB CAPTCHA Solver using Convolutional Neural Network in Keras

Breakhist Dataset Image Classification ⭐ 12

BreakHist Dataset contains histopathological images of eight types of breast cancer, including four benign cancer and for malignant cancer. In this project, I have trained and fined tuned many of the existing CNN models to get over 80% accuracy in multi-class classification.

Image Classification Transfer Learning ⭐ 12

Building ResNet152 Model for Image Classification with Small Dataset (95% accuracy) | Tensorflow 2.0

Cr Plates Generator ⭐ 11

Costa Rican license plate dataset generator

Remote Sensing Image Classification Via Improved Cross Entropy Loss And Transfer Learning Strategy ⭐ 11

Remote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning Strategy Based on Deep Convolutional Neural Networks

Tensorflow2.0_image_classification ⭐ 11

A TensorFlow_2.0 implementation of AlexNet and VGGNet.

Sar Image Recognition ⭐ 11

This is a CNN for Polarimetric SAR Image Classification

Ntuoss Imagerecognitionworkshop ⭐ 11

Dataset Tutorial For Image Classification ⭐ 11

A tutorial on organizing datasets for image classification

Yellow Sticky Traps Dataset ⭐ 10

Yellow Sticky Traps Dataset with improved annotations. Based on: "Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection" by A.T. Nieuwenhuizen et. al.

A pytorch implementation of paper "A multi-level attention network for fine-grained image classification"

Image Classification with Cifar-10 dataset

Image Classification ⭐ 9

How to do Image Classification using Keras

3 D Image Build From Multiple Images ⭐ 9

This Project Initially takes 3 Image Views as Input ( Front View , Side View , Top View ) and generates a 3D model corresponding to it .

Auslan Alphabet Images ⭐ 9

✌ Annotated dataset of Auslan Alphabet Images

Spectral-Spatial Attention Network for Hyperspectral Image Classification

Traffic Sign Recognition ⭐ 8

Built and trained a deep neural network to classify traffic signs, using PyTorch. The highlights of this solution would be data preprocessing, trained with heavily augmented data and using Spatial Transformer Network.

Smile Detection ⭐ 8

Smile detection on GENKI4K dataset.

Imageclassifiersuite ⭐ 8

imageclassifierSuite

Pascal_voc2007_formatter ⭐ 8

A tool to download and format PASCAL VOC 2007 dataset for multilabel classification

American Sign Languages Datasets Classification ⭐ 8

Hand sign classification

Lstm Mnist ⭐ 8

RNN classifier built with Keras to classify MNIST dataset

Image_classification ⭐ 7

In this project, you'll classify images from the CIFAR-10 dataset. The dataset consists of airplanes, dogs, cats, and other objects. The dataset will need to be preprocessed, then train a convolutional neural network on all the samples. You'll normalize the images, one-hot encode the labels, build a convolutional layer, max pool layer, and fully connected layer. At then end, you'll see their predictions on the sample images.

Power Of A Neuron ⭐ 7

Cats vs Dogs Image Classification using Logistic Regression

Ini_caltech101 ⭐ 7

Image Classification with CNN

Tensorflow ⭐ 7

A collection of datasets and neural networks for microorganism image classification

Imageclassificationusingcntk ⭐ 6

Deep-learning based Image Classification

Attention Facial Recognition ⭐ 6

Scripts that utilize class activation maps and self-attention layers within Keras models to classify faces from FEI Faces Dataset

Implementation of a, simple, recurrent neural network used for a image classification.

Indoor Scene Recognition ⭐ 6

Image Classification Model in PyTorch for Indoor Scene Recognition

Datasouls_antispoof ⭐ 6

Code and pre-trained models for detecting spoofing attacks from images.

Associative Alignment Fs ⭐ 6

Code for Associative Alignment for Few-shot Image Classification- eccv'20.

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