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25 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

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Pytorch ⭐ 104

PyTorch tutorials A to Z

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.

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

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

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

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

Potato Disease Classification ⭐ 25

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

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

Neuroevolutionmarkettrader ⭐ 19

Neuro evolution agent to buy and sell stocks atumatically

Trex Keras Cnn ⭐ 19

Play T-Rex game with Keras using convolutional neural network

Numpy Cnn ⭐ 19

A numpy based CNN implementation for classifying images

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

Www2020 Grec ⭐ 17

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

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.

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

Gradingkneeoa ⭐ 15

Knee Osteoarthritis Analysis with X-ray Images using CNN

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.

Weapon Detection And Classification ⭐ 14

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

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

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

Deeptrafficsign ⭐ 13

Traffic sign recognition with Deep Convolutional Neural Networks

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.

Cnn_explainer ⭐ 11

Making CNNs interpretable.

Open Eye Detector ⭐ 10

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

Deep Learning Vehicle Detection ⭐ 10

Vehicle Detection based on Faster R-CNN

Quality Control Using Deep Learning ⭐ 9

A deep learning based quality control pipeline to detect defective products

Glaucoma Detection ⭐ 9

AUTOMATED TYPE CLASSIFICATION OF GLAUCOMA DETECTION USING DEEP LEARNING

Cv With Tf Demos ⭐ 8

My talk about Computer Vision with TensorFlow

CNN to detect Pneumonia using Chest X-Rays

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.

Cnn_text_classification ⭐ 8

Tensorflow Implementation of cnn text classification

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!)

Multiechoai ⭐ 7

Myocardial Infarction Detection

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.

Covid 19 Detection Through Chest X Ray ⭐ 6

Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning

Pytorch Challenge ⭐ 6

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

Real Time American Sign Language Estimation System built using fastai and OpenCV. Trained on ResNet-34 CNN.

Simple framework to construct machine learning models with tensorflow

Pothole Detection System Using Convolution Neural Networks ⭐ 6

Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.

A real-time news scraping and recommendation system

Real Time Webcam Sudoku Solver ⭐ 6

Uses Computer Vision and Machine Learning to solve sudoku in real time

Dance Form Classifier ⭐ 5

CNN for classifying traditional dance forms

Cnn From Scratch ⭐ 5

Implementation of CNN (Convolutional neural network) from scratch

Shape Classifier Cnn ⭐ 5

Shapes Classifier using CNN: Is that image a triangle or a square or a circle using CNN/Deep Learning.

Introduction_to_deep_learning ⭐ 5

AI, CNN, Watson

Unet Defmapping ⭐ 5

This repository presents the product of my master's thesis, which uses UNet to map deforestation using Sentinel-2 Level 2A images.

Generalized Pooling Functions Cnn ⭐ 5

Machine Learning: generalized pooling functions of max and average pooling

Dcnn Accelerator ⭐ 5

Low level design of a chip built for optimizing/accelerating CNN classifiers over gray scale images.

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