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160 search results found

Screenshot To Code ⭐ 16,269

A neural network that transforms a design mock-up into a static website.

Dl Workshop Series ⭐ 935

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Simple Railway Captcha Solver ⭐ 703

實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)

Self Driving Toy Car ⭐ 487

A self driving toy car using end-to-end learning

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Cnn_keras ⭐ 245

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

Image To 3d Bbox ⭐ 177

Build a CNN network to predict 3D bounding box of car from 2D image.

Vincent Ai Artist ⭐ 173

Style transfer using deep convolutional neural nets

Video2description ⭐ 153

Video to Text: Natural language description generator for some given video. [Video Captioning]

Ucf 101_video_classification ⭐ 150

Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)

Captcha_cracker ⭐ 148

卷积神经网络实现的验证码识别

Named Entity Recognition Bidirectionallstm Cnn Conll ⭐ 139

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

Object Localization ⭐ 124

Object localization in images using simple CNNs and Keras

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Captcha ⭐ 114

基于CNN的验证码整体识别

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Polyphonicpianotranscription ⭐ 106

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

Selfie_filters_opencv ⭐ 90

This deep learning application can detect Facial Keypoints (15 unique points). They mark important areas of the face - the eyes, corners of the mouth, the nose, etc.

Hyperopt Keras Cnn Cifar 100 ⭐ 87

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

Skincancer ⭐ 85

Skin cancer detection project

Brain Tumor Segmentation ⭐ 80

A deep learning based approach for brain tumor MRI segmentation.

Taiwantrainverificationcode2text ⭐ 78

台鐵驗證碼辨識/轉文字

Image Caption Generator ⭐ 70

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

Cnns On Chb Mit ⭐ 62

The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

Cnn Image Classifier ⭐ 61

A Simple Deep Neural Network to classify images made with Keras

Faceemotionclassifier ⭐ 58

人脸识别与卡通化

Predictive Maintenance Of Aircraft Engine ⭐ 54

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

Visualizationcnn ⭐ 49

Visualization CNN model by Keras.

Duck Net ⭐ 41

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

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

Facemaskdetector ⭐ 39

Real time face-mask detection using Deep Learning and OpenCV

Street View House Numbers Svhn Detection And Classification Using Cnn ⭐ 38

A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.

2017 Spring (105-2) -- Machine Learning

Urban Sound Classification ⭐ 36

Sound Classification using Neural Networks

Quickdraw_prediction_model ⭐ 34

this is my repository for the quick draw prediction model project

Automatic Personality Prediction ⭐ 33

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

Cnn_age_gender ⭐ 32

Age and Gender prediction using Keras

Classify EMNIST Digits using Convolutional Neural Networks

Malaria Detection ⭐ 29

Detecting Malaria using Deep Learning 🦟🦠

Distraction_detection ⭐ 28

A Distraction Detector using OpenCV and Keras

Digit_recognizer ⭐ 27

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

Potato Disease Classification ⭐ 25

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

Histopathologic_cancer_detector ⭐ 25

CNN histopathologic tumor identifier.

Wildflower Finder ⭐ 25

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

Machine Learning Nd Portfolio ⭐ 25

Machine Learning Engineer Nanodegree portfolio, which includes projects and their notebooks/reports.

Tensorflow Notebooks ⭐ 25

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

Kaggle Web Traffic Time Series Forecasting ⭐ 24

Solution to Kaggle - Web Traffic Time Series Forecasting

Gesture-controlled computer interactions using hand tracking

Stratified K Fold Cross Validation Image Classification Keras ⭐ 23

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

Cnn Libras ⭐ 22

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

cnn lstm的关系识别 ,keras实现网络结构简单.多分类

Rfb Text Detection ⭐ 22

A Dense Text Detection model using Receptive Field Blocks

Poke Pi Dex ⭐ 21

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

Predict Covid 19 ⭐ 21

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

Easiest Realization Crnn For Chinese ⭐ 19

不能更简单的基于keras的CRNN汉字识别代码. 即Fast R-CNN 网络的keras实现。

Fakeblock ⭐ 19

A Deep Learning application to recognize emotion from facial expressions.

Autoblur Cnn Features ⭐ 17

Script to extract CNN deep features with different ConvNets, and then use them for an Image Classification task with a SVM classifier with lineal kernel over the following small datasets: Soccer [1], Birds [2], 17flowers [3], ImageNet-6Weapons[4] and ImageNet-7Arthropods[4].

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.

Keras Deep Learning ⭐ 16

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

Tennis_action_recognition ⭐ 16

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

Wbc Classification ⭐ 16

Classification of WBC ( White Blood Cells ) with CNN . (Convolutional Neural Network)

Keras_compact_bilnear_cnn ⭐ 16

This is an implementation of compact bilinear CNN using keras

Faster R Cnn Keras ⭐ 15

🚧🚧🚧 Faster R-CNN实现安防中安全帽佩戴目标检测

Facial Expression Recognition ⭐ 14

Facial Expression Recognition with Keras

Weapon Detection And Classification ⭐ 14

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

Deep Learning For Expression Recognition In Image Sequences ⭐ 14

The project uses state of the art deep learning on collected data for automatic analysis of emotions.

Artificial Neural Networks Visualizer ⭐ 13

Visualizing Artificial Neural Networks (ANNs) with just One Line of Code

Authorship Attribution Using Cnn ⭐ 13

Authorship Attribution using CNNs

Ml Image Denoising ⭐ 12

Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder

Sr Rescnn Keras ⭐ 12

A Keras implementation of a SISR (Single-Image Super-Resolution) Residual-CNN.

Cnn_object_classification ⭐ 12

Simple object classification project with deep-learning. We choose CIFAR10, CIFAR100 and Caltech101 as training datasets.

Eye_blink_detector ⭐ 12

Eye blink(Closeness-Openess) detection using CNN (Keras)

Arabic Handwritten Images Recognition ⭐ 12

A deep learning model to classify the Arabic letters and digits easily.

3d_convolution_neural_net_mnet ⭐ 11

Keras Implementation of 3d Convolutional Neural Network

Deep Learning Andrewng Deeplearning.ai ⭐ 11

Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera

Training 3DCNN neural net models optimized for autonomous driving on Raspberry Pi using the Donkeycar library for 1/16 scale vehicle

Computer Vision And Image Processing ⭐ 11

Computer Vision and Image Processing algorithms implemented using OpenCV, NumPy and MatPlotLib, for UOM's EN2550 Fundamentals of Image Processing and Machine Vision Module ❄

Framework for estimating harmonic properties of music tracks.

Kaggle Digit Recognizer ⭐ 11

🚀【Kaggle】Digit Recognizer代码和数据集 (Score 99.5%/99.91%/100%) ⛳

Semantic Segmentation Using Autoencoders ⭐ 10

Lightweight and Fast Person Segmentation using Autoencoders (Trained Weights Included)

Mandarin Tone Classification ⭐ 10

Deep learning using CNN for tone classification of 4 Mandarin Chinese tones

Open Eye Detector ⭐ 10

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

Image_tagger ⭐ 10

CNN multi-label image classifier 🖼️.

Cnn_dcnn_text_classification ⭐ 10

Keras based implementation of "Deconvolutional Paragraph Representation Learning"

Detecting Diabetic Retinopathy ⭐ 10

Deep learning applied to Kaggle's Diabetic retinopathy dataset.

Image Classifiaction Using Cnn And Keras In R ⭐ 10

An Image Recognition Project made in R using Keras and Tensorflow which classifies a set of images amongst 10 classes

Applied Deep Learning With Keras ⭐ 9

Solve complex real-life problems with the simplicity of Keras

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Image_caption_generator ⭐ 9

An Image captioning web application combines the power of React.js for front-end, Flask and Node.js for back-end, utilizing the MERN stack. Users can upload images and instantly receive automatic captions. Authenticated users have access to extra features like translating captions and text-to-speech functionality.

Capsnetslaseg ⭐ 9

Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI

基于 tensorflow 2.0 机器学习实践

Satellite_image_segmentation ⭐ 9

Predicting land cover types using remote sensing data with computer vision. Used Convolutional Neural Networks to segment satellite imagery into different land type classes.

Trained Cnn For Genre Classification ⭐ 9

🎵 Trained CNN model for Genre classification on GTZAN dataset [CNN Model: https://github.com/Hguimaraes/gtzan.keras]

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