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124 search results found

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

Mobilenet V2 ⭐ 201

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Explainable Cnn ⭐ 196

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Facial Expression Recognition Using Cnn ⭐ 190

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

Deep_learning_algorithms_from_scratch ⭐ 164

This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON

Deeplearning_plantdiseases ⭐ 156

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

Alexnet ⭐ 156

implement AlexNet with C / convolutional nerual network / machine learning / computer vision

Groupsoftmax Simpledet ⭐ 109

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Pytorch ⭐ 104

PyTorch tutorials A to Z

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Breast Cancer Classification ⭐ 88

Breast Cancer Classification using CNN and transfer learning

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.

Deep Parking ⭐ 84

Code to reproduce 'Deep Learning for Decentralized Parking Lot Occupancy Detection' paper.

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Taiwantrainverificationcode2text ⭐ 78

台鐵驗證碼辨識/轉文字

Pytorch Cifar Model Hub ⭐ 65

Implementation of Conv-based and Vit-based networks designed for CIFAR.

Se_densenet ⭐ 64

This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen and Gang Sun) module, writen in Pytorch, train and eval codes have been released.

Go Recognizer ⭐ 57

Face detection and recognition using golang

A C++ implementation to create, visualize and train Convolutional Neural Networks

Official implementation of ID-unaware Deepfake Detection Model

Covid 19 Scanner ⭐ 43

Deeplearning Padhai ⭐ 39

All the code files related to the deep learning course from PadhAI

The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

Ecg Synthesis And Classification ⭐ 35

1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.

Hand-Drawn Emoji Classifier (WWDC18 Scholarship Application)

Malayalam Character Recognition ⭐ 31

Recognize handwritten Malayalam characters from images

Gesture Recognition Cnn ⭐ 31

A CNN model in numpy for gesture recognition

Neuralblack ⭐ 30

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Fst Matching ⭐ 30

Official implementation of the FST-Matching Model.

Dnn Movie Posters ⭐ 29

A simple demo / tutorial / experiment / portfolio project for me to better understand the concepts of Machine Learning

Lung Cancer Detection ⭐ 28

This application aims to early detection of lung cancer to give patients the best chance at recovery and survival using CNN Model.

Distraction_detection ⭐ 28

A Distraction Detector using OpenCV and Keras

Trashcan ⭐ 25

Automatic Garbage Seggregation Application using Deep Learning

Potato Disease Classification ⭐ 25

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

Freesound Audio Tagging 2019 ⭐ 25

Kaggle Freesound Audio Tagging 2019 Competition Solution

Deploying_cnn_on_fpga_using_opencl ⭐ 23

Squeezenet V1.1 on Cyclone V SoC-FPGA at 450ms/image, 20x faster than ARM A9 processor alone. A project for 2017 Innovate FPGA design contest.

Cnn Libras ⭐ 22

Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)

Predict Covid 19 ⭐ 21

Predicts COVID-19 from PA view of X-ray when submitted on the website

License Plate Recognition Yolov7 And Cnn ⭐ 20

This project is for the ultimate manner of identifying the License Plate. Combining YOLOv7 object detection, Hough transform alignment, and CNN character recognition

Trex Keras Cnn ⭐ 19

Play T-Rex game with Keras using convolutional neural network

Cnn For Chinese Calligraphy Styles Classification ⭐ 19

A convolution neural network with SE block and haar wavelet block for Chinese calligraphy styles classification by TensorFlow.(Paper: A novel CNN structure for fine-grained classification of Chinesecalligraphy styles)

Automated Attendance System Using Cnn ⭐ 19

An End to End Real Time Face Identification and attendance system using CNN

Neuroevolutionmarkettrader ⭐ 19

Neuro evolution agent to buy and sell stocks atumatically

Numpy Cnn ⭐ 19

A numpy based CNN implementation for classifying images

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Ecg Atrial Fibrillation Classification Using Cnn ⭐ 17

This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

Www2020 Grec ⭐ 17

Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation

Solvesudoku ⭐ 17

Extract and solve sudoku from image using OpenCV and Neural Network

Tennis_action_recognition ⭐ 16

Using deep learning to perform action recognition in the sport of tennis.

Opticnet 71 ⭐ 16

[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Узнай, хорошо или плохо говорят о тебе или твоей фирме в Интернете! Наша "Сорока" с искусственным интеллектом принесёт тебе это на своём хвосте.

Gradingkneeoa ⭐ 15

Knee Osteoarthritis Analysis with X-ray Images using CNN

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

Large Scale Multi Class Image Based Cell Classification With Deep Learning ⭐ 14

Large-Scale Multi-Class Image-Based Cell Classification with Deep Learning

Image Classification ⭐ 14

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

Weapon Detection And Classification ⭐ 14

Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.

Tariq Ml Models ⭐ 14

This repository contains all my implemented Machine Learning and Deep Learning projects. All my learning from different books and the internet is reflected here. The models are trained on a variety of problems including NLP, CV and other domains. The main focus of this repository is to showcase my learning journey and the projects I have worked on.

Corona X Ray Prediction ⭐ 13

It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.

Deeptrafficsign ⭐ 13

Traffic sign recognition with Deep Convolutional Neural Networks

Hcaptcha Solver ⭐ 13

Automated hCaptcha solver using binary image classification networks

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

Neural_networks_for_computer_vision ⭐ 13

Implementing Neural Networks for Computer Vision in autonomous vehicles and robotics for classification, pattern recognition, control. Using Python, numpy, tensorflow. From basics to complex project

Latte is a convolutional neural network (CNN) inference engine written in C++ and uses AVX to vectorize operations. The engine runs on Windows 10, Linux and macOS Sierra.

Twitter Sentiment Analysis Nlp Hackathon ⭐ 12

Problem Statement: Given the tweets from customers about various tech firms who manufacture and sell mobiles, computers, laptops, etc, the task is to identify if the tweets have a negative sentiment towards such companies or products.

Finger Detection Lite ⭐ 11

Real-time Index Finger Detection for the ☝️ Gesture Proof-of-Concept

Openblok ⭐ 11

Lego identification and sorting system using artificial intelligence.

Age Gender Classification On Raspberrypi4 With Tflite Pyqt5 ⭐ 11

Age and Gender classification in real-time, using Convolutional Neural Networks (with MobileNet v1 network using a converted .tflite model), on Raspberry Pi 4. The app is wrapped in PyQt5 interface.

3d_convolution_neural_net_mnet ⭐ 11

Keras Implementation of 3d Convolutional Neural Network

Cnn_explainer ⭐ 11

Making CNNs interpretable.

Open Eye Detector ⭐ 10

A Realtime CPU eye detector to detect if the eyes are open or closed

Videoclassification ⭐ 10

Crime detection in cctv footage using deep learning

Deep Learning Vehicle Detection ⭐ 10

Vehicle Detection based on Faster R-CNN

Code relevant for training, evaluating, assessing, and deploying CNNs for image classification and segmentation of Digital Mammography images

Glaucoma Detection ⭐ 9

AUTOMATED TYPE CLASSIFICATION OF GLAUCOMA DETECTION USING DEEP LEARNING

Quality Control Using Deep Learning ⭐ 9

A deep learning based quality control pipeline to detect defective products

Ai Competition Huawei ⭐ 9

Code of HuaWeiCloud AI competition: classification.

Cv With Tf Demos ⭐ 8

My talk about Computer Vision with TensorFlow

A small Python wrapper to setup, run, manage, and monitor experiments based on Caffe.

Food_mnist ⭐ 8

This dataset has 10 food categories, with 5,000 images. For each class, 125 manually reviewed test images are provided as well as 375 training images. All images were rescaled to have a maximum side length of 512 pixels.

Ml2018spring ⭐ 8

NTUEE 2018 spring course - Machine Learning (Pei-Yuan Wu, Hung-Yi Lee, Tsungnan Lin)

Cnn_text_classification ⭐ 8

Tensorflow Implementation of cnn text classification

CNN to detect Pneumonia using Chest X-Rays

Svhn Recognition ⭐ 7

This project is a PyTorch implementation that uses deep CNN to recognize multi-digit numbers using the SVHN dataset derived from Google Street View house numbers, each picture contains a set of numbers from 0 to 9, the model is tested to have 89% accuracy.| 使用深度卷积神经网络从街景图像中识别多位数门牌号的PyTorch实现方案，使用的数据集为SVHN，来

Ancient Tamil Script Recognition ⭐ 7

Sign Language Recognition Using Scikit Learn And Cnn ⭐ 7

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

Machine Learning Collection ⭐ 7

Repo for Implementing Research Papers & Projects related to Machine Learning

Multiechoai ⭐ 7

Myocardial Infarction Detection

Python Projects ⭐ 7

Portfolio in Python

Insight_extractor ⭐ 7

A package of a simple version of the Considdr (2014-2020) ML model used to extract insights from full text documents.

Simple framework to construct machine learning models with tensorflow

Not Jackfruit ⭐ 6

What would you say if I told you there is a app on the market that tell you if you have a jackfruit or not a jackfruit.

Simple Neural Networks ⭐ 6

A collection of some easy Neural Network based Python projects

Private Ai ⭐ 6

Repo for Udacity's Secure & Private AI coursework and also includes projects related to #60daysofudacity

Pytorch Challenge ⭐ 6

PyTorch Scholarship Challenge from Facebook / Deep Learning / CNN / Flowers Classification

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