Top convolutional-neural-network open source projects

Face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

✭ 2,719

python deep-learning machine-learning pytorch computer-vision artificial-intelligence face-detection face-recognition transfer-learning data-augmentation feature-extraction supervised-learning face-alignment tencent nus convolutional-neural-network imbalanced-learning model-training fine-tuning face-landmark-detection hard-negative-mining

Neural Style Tf

TensorFlow (Python API) implementation of Neural Style

✭ 2,943

python shell C++deep-learning tensorflow style-transfer convolutional-neural-network

yapic

Yet Another Pixel Classifier (based on deep learning)

✭ 24

python deep-learning convolutional-neural-network u-net pixel-classifier

deepcurator

A convolutional neural network trained to recognize good* electronic music

✭ 38

python keras audio-analysis discogs convolutional-neural-network

Cat-Dog-CNN-Classifier

Convolutional Neural Network to classify images as either cat or dog, along with using attention heatmaps for localization. Written in python with keras.

✭ 17

python computer-vision deep-learning classification convolutional-neural-networks convolutional-neural-network

Image-Denoising-with-Deep-CNNs

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

✭ 54

Jupyter Notebook python tutorial cnn pytorch convolutional-neural-network image-denoising dncnn

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Preprocessing-Method-for-STEMI-Detection

Official source code of "Preprocessing Method for Performance Enhancement in CNN-based STEMI Detection from 12-lead ECG"

✭ 12

python voting cnn improvement ecg lead preprocessing enhancement convolutional-neural-network electrocardiogram qrs-complex highpass-filter notch-filter stemi-detection

DSMSCN

[MultiTemp 2019] Official Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

✭ 63

python deep-learning tensorflow remote-sensing convolutional-neural-network change-detection

sentiment-analysis-of-tweets-in-russian

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

✭ 51

Jupyter Notebook nlp machine-learning tweets sentiment-analysis word2vec word-embeddings keras jupyter-notebook cnn embeddings machinelearning computational-linguistics convolutional-neural-network nlp-machine-learning word2vec-ru

minirocket

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

✭ 166

python scalable convolution convolutional-neural-network time-series-classification convolutional-kernel

SimpNet-Tensorflow

A Tensorflow Implementation of the SimpNet Convolutional Neural Network Architecture

✭ 16

python neural-network tensorflow cnn mnist convolutional-neural-network nih chest-x-ray

DeTraC COVId19

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

✭ 34

Jupyter Notebook matlab medical image-classification convolutional-neural-network

tensorflow-image-classifier

Easily train an image classifier and then use it to label/tag other images

✭ 29

python shell Dockerfile docker classifier photos machine-learning deep-learning tensorflow docker-image cnn dataset image-classification image-recognition image-classifier convolutional-neural-networks convolutional-neural-network tensorflow-image-classifier

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

Keras-MultiClass-Image-Classification

Multiclass image classification using Convolutional Neural Network

Hierarchical-Typing

Code and Data for all experiments from our ACL 2018 paper "Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking"

✭ 44

python natural-language-processing deep-learning neural-networks convolutional-neural-network

clinicadl

Framework for the reproducible processing of neuroimaging data with deep learning methods

✭ 114

python deep-learning pytorch medical-imaging neuroimaging convolutional-neural-network brain-imaging alzheimer-disease

deep-explanation-penalization

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584