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

✭ 95

python tensorflow keras cnn hyperparameter-optimization hyperparameter-tuning cnn-keras

2020 Cbms Doubleu Net

DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras

✭ 86

python computer-vision semantic-segmentation cnn-keras

Visualizationcnn

Visualization CNN model by Keras.

✭ 62

python visualization cnn-keras

Street View House Numbers Svhn Detection And Classification Using Cnn

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

✭ 46

python classification cnn-keras bounding-boxes

Kaggle Web Traffic Time Series Forecasting

Solution to Kaggle - Web Traffic Time Series Forecasting

✭ 29

jupyter-notebook cnn time-series kaggle timeseries wikipedia kaggle-competition cnn-keras

Dl Workshop Series

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

✭ 857

jupyter-notebook deep-learning keras convolutional-neural-networks workshop cnn-keras

Simple Railway Captcha Solver

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)

✭ 643

python keras cnn-keras

Self Driving Toy Car

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

✭ 494

jupyter-notebook deep-learning machine-learning raspberry-pi self-driving-car convolutional-networks cnn-keras

Deep learning nlp

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

✭ 407

python3 jupyter-notebook deep-learning pytorch nlp keras numpy recurrent-neural-networks word2vec attention word-embeddings cnn-keras nmt

Benchmarking Keras Pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

✭ 346

python deep-learning pytorch keras cnn imagenet benchmarking pytorch-tutorial cnn-keras keras-tutorials

Thesemicolon

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

✭ 345

jupyter-notebook deep-learning machine-learning tutorial data-science keras neural-network convolutional-neural-networks lstm numpy scikit-learn rnn sentiment-analysis matplotlib cnn-keras gradient-descent

Personality Detection

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

✭ 338

python machine-learning convolutional-neural-networks cnn lstm sentiment-analysis theano lstm-neural-networks cnn-keras

Resnetcam Keras

Keras implementation of a ResNet-CAM model

✭ 269

python keras cnn classification image-classification localization resnet keras-tensorflow image-analysis cnn-keras keras-models cnn-model

Cnn keras

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

✭ 256

python machine-learning captcha cnn-keras

DLSS

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

tennis action recognition

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

✭ 17

Jupyter Notebook python deep-neural-networks computer-vision deep-learning cnn video-processing classification tennis cnn-keras action-recognition cnn-classification tennis-strokes

Deep-Learning-for-Expression-Recognition-in-Image-Sequences

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

✭ 26

python video deep-learning thesis emotion cnn lstm gru cnn-keras emotion-recognition 3dcnn cnn-lstm hidden-emotions cnn-gru image-sequence

Predictive-Maintenance-of-Aircraft-Engine

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

✭ 48

Jupyter Notebook regression classification cnn-keras lstm-neural-networks feature-importance predictive-maintenance rul-prediction exponential-degradation similarity-based-model

CNNs-on-CHB-MIT

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

✭ 40

python seizure-prediction cnn-keras eeg-analysis chb-mit

FaceEmotionClassifier

人脸识别与卡通化

✭ 102

python emoji tensorflow opencv-python cnn-keras tensorflow-examples

wildflower-finder

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

✭ 25

python theano deep-learning cnn image-classification gps-location deep-networks cnn-keras resnet-50 plant-identification

keras-deep-learning

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

✭ 22

Jupyter Notebook deep-learning keras text-generation lstm gan attention-mechanism cnn-keras cifar10 aws-ami multilayer-perceptron-network video-classification english-translation tv-script-generation face-generation simpsons-dataset ucf11 news-headline-generation

automatic-personality-prediction

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

✭ 43

python Jupyter Notebook deep-learning text-classification keras cnn recurrent-neural-networks lstm rnn attention convolutional-neural-networks attention-mechanism cnn-keras personality dialogue-data attention-lstm

CNN-Image-Classifier

A Simple Deep Neural Network to classify images made with Keras

✭ 65

python deep-learning neural-network keras image-processing cnn image-classification convolutional-neural-networks cnn-keras

Poke-Pi-Dex

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

Facial-Expression-Recognition

Facial Expression Recognition with Keras

✭ 17

Jupyter Notebook flask deep-learning cnn-keras keras-tensorflow coursera-project

PolyphonicPianoTranscription

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

✭ 146

Jupyter Notebook keras convolutional-neural-network cnn-keras keras-tensorflow recurrent-neural-network tensorflow-magenta cqt-spectrogram constant-q-transform piano-transcription mel-spectrogram audio-to-midi constant-q rnn-keras

histopathologic cancer detector

CNN histopathologic tumor identifier.

✭ 26

Jupyter Notebook machine-learning neural-network cancer jupyter-notebook cnn kaggle artificial-intelligence kaggle-competition convolutional-neural-networks transfer-learning cnn-keras cancer-detection network-in-network

Visualization-of-Convolutional-Layers

No description or website provided.

✭ 22

Jupyter Notebook visualization keras cnn-keras

digit recognizer

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

✭ 27

Jupyter Notebook machine-learning ai deep-learning keras jupyter-notebook cnn kaggle artificial-intelligence kaggle-competition mnist convolutional-neural-networks digit-recognition cnn-keras google-colab

potato-disease-classification

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

✭ 95

Jupyter Notebook PureBasic javascript python java objective c deep-learning tensorflow keras convolutional-neural-networks cnn-keras keras-tensorflow tensorflow-serving cnn-classification tensorflow2

Artificial-Neural-Networks-Visualizer

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

✭ 21

python visualization machine-learning deep-learning keras artificial-intelligence artificial-neural-networks keras-neural-networks cnn-keras

FaceMaskDetector

Real time face-mask detection using Deep Learning and OpenCV

✭ 106

python opencv deep-neural-networks computer-vision deep-learning project cnn coding convolutional-neural-networks cnn-keras coronavirus covid-19 covid19 face-mask-detection

cnn age gender

Age and Gender prediction using Keras

✭ 58

python deep-learning neural-network prediction cnn-keras

Weapon-Detection-And-Classification

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

✭ 53

python tcl ai deep-learning cnn gun classification cnn-keras cnn-model cnn-classification weapon-detection cctv-surveillance

1-49 of 49 cnn-keras projects