86 Open Source Cnn Keras Software Projects
Free and open source cnn keras code projects including engines, APIs, generators, and tools.
Dl Workshop Series 820 ⭐
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
Simple Railway Captcha Solver 621 ⭐
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)
Deep_learning_nlp 384 ⭐
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Thesemicolon 336 ⭐
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Personality Detection 305 ⭐
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Ucf 101_video_classification 165 ⭐
Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)
Named Entity Recognition Bidirectionallstm Cnn Conll 156 ⭐
Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"
Hyperopt Keras Cnn Cifar 100 95 ⭐
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Image Caption Generator 100 ⭐
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Selfie_filters_opencv 85 ⭐
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.
Video2description 83 ⭐
Video to Text: Generates description in natural language for given video (Video Captioning)
Polyphonicpianotranscription 49 ⭐
Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)
Df 42 ⭐
The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper
Street View House Numbers Svhn Detection And Classification Using Cnn 44 ⭐
A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.
Automatic Personality Prediction 31 ⭐
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
Cnn Libras 34 ⭐
Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)
Wildflower Finder 26 ⭐
Image classification of wildflowers using deep residual learning and convolutional neural nets
Kaggle Web Traffic Time Series Forecasting 26 ⭐
Solution to Kaggle - Web Traffic Time Series Forecasting
Autoblur Cnn Features 18 ⭐
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 , Birds , 17flowers , ImageNet-6Weapons and ImageNet-7Arthropods.
Weapon Detection And Classification 18 ⭐
Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.
Wbc Classification 16 ⭐
Classification of WBC ( White Blood Cells ) with CNN . (Convolutional Neural Network)
Artificial Neural Networks Visualizer 14 ⭐
Visualizing Artificial Neural Networks (ANNs) with just One Line of Code
Ml Image Denoising 15 ⭐
Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder
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.
Cnn_object_classification 11 ⭐
Simple object classification project with deep-learning. We choose CIFAR10, CIFAR100 and Caltech101 as training datasets.
Arabic Handwritten Images Recognition 13 ⭐
A deep learning model to classify the Arabic letters and digits easily.
Nlp 11 ⭐
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 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
Ecg Atrial Fibrillation Classification Using Cnn 11 ⭐
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. The dataset details are given at the How to use section.
Capsnetslaseg 10 ⭐
Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI
Mycar 10 ⭐
Training 3DCNN neural net models optimized for autonomous driving on Raspberry Pi using the Donkeycar library for 1/16 scale vehicle
Identification Of Twitter Bots Using Cnn 10 ⭐
Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.
Tennis_action_recognition 11 ⭐
Using deep learning to perform action recognition in the sport of tennis.
Chemception 10 ⭐
CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D images of molcules
Predictive Maintenance Of Aircraft Engine 14 ⭐
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.