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32 search results found

Screenshot To Code ⭐ 14,132

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

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

Ucf 101_video_classification ⭐ 150

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

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 🖼️.

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.

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

Visualizationcnn ⭐ 49

Visualization CNN model by Keras.

Duck Net ⭐ 41

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

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.

Urban Sound Classification ⭐ 36

Sound Classification using Neural Networks

Automatic Personality Prediction ⭐ 33

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

Cnn_age_gender ⭐ 32

Age and Gender prediction using Keras

Distraction_detection ⭐ 28

A Distraction Detector using OpenCV and Keras

Digit_recognizer ⭐ 27

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

Histopathologic_cancer_detector ⭐ 25

CNN histopathologic tumor identifier.

Wildflower Finder ⭐ 25

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

Potato Disease Classification ⭐ 25

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

Kaggle Web Traffic Time Series Forecasting ⭐ 24

Solution to Kaggle - Web Traffic Time Series Forecasting

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

Predict Covid 19 ⭐ 21

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

Poke Pi Dex ⭐ 21

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

Fakeblock ⭐ 19

A Deep Learning application to recognize emotion from facial expressions.

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。

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.

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].

Tennis_action_recognition ⭐ 16

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

Keras_compact_bilnear_cnn ⭐ 16

This is an implementation of compact bilinear CNN using keras

Wbc Classification ⭐ 16

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

Keras Deep Learning ⭐ 16

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

Faster R Cnn Keras ⭐ 15

🚧🚧🚧 Faster R-CNN实现安防中安全帽佩戴目标检测

Weapon Detection And Classification ⭐ 14

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

Facial Expression Recognition ⭐ 14

Facial Expression Recognition with Keras

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.

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

Eye_blink_detector ⭐ 12

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

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.

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

Framework for estimating harmonic properties of music tracks.

Mandarin Tone Classification ⭐ 10

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

Cnn_dcnn_text_classification ⭐ 10

Keras based implementation of "Deconvolutional Paragraph Representation Learning"

Image_tagger ⭐ 10

CNN multi-label image classifier 🖼️.

Semantic Segmentation Using Autoencoders ⭐ 10

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

Open Eye Detector ⭐ 10

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

Trained Cnn For Genre Classification ⭐ 9

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

Capsnetslaseg ⭐ 9

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

Cv With Tf Demos ⭐ 8

My talk about Computer Vision with TensorFlow

CNN to detect Pneumonia using Chest X-Rays

Fingerprint_recognition ⭐ 8

Fingerprint recognition using CNN (Keras)

Identification Of Twitter Bots Using Cnn ⭐ 8

Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

Vocal Music Separation ⭐ 7

Software that performs the separation of vocals from music using neural networks (part of my Bachelor's thesis).

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

Blood Cell Subtypes Classification ⭐ 7

Using deep learning and CNN model

Self Driving Car Simulator ⭐ 7

A self driving car created using Python, Keras/Tensorflow, Udacity simulator engine.

Covid 19 Detection Through Chest X Ray ⭐ 6

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

Evaluating surgical skills from kinematic data using convolutional neural networks

Real Time Facial Emotion Recognition and Movie or Song recommendation based on mood or emotion.

Pothole Detection System Using Convolution Neural Networks ⭐ 6

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

Image Super Resolution With Srcnn ⭐ 6

Image-Super-Resolution-with-SRCNN

Real Time Webcam Sudoku Solver ⭐ 6

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

Deep_learning_101 ⭐ 6

Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convolutional Neural Networks.

Cnn From Scratch ⭐ 5

Implementation of CNN (Convolutional neural network) from scratch

RL Agent for Atari Game Pong

Textcnn Keras ⭐ 5

Text CNN for text classification

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.

Chemception ⭐ 5

CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D images of molcules

Field_classification ⭐ 5

Using Convolutional Neural Networks (CNNs) for binary classification of plant images, especially of the genius Frullania.

Detection Of Pistol By Deep Learning With Yolo_v5 ⭐ 5

Construction of a lumbar weapon detection system through CCTV cameras with the help of artificial intelligence neural network (YOLO_v5), which has been trained by the private dataset of Pashtaw.

Keras Vgg16 Transferlearning ⭐ 5

Transfer learning on VGG16 using Keras with Caltech256 and Urban Tribes dataset. Dark knowledge in transfer learning.

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