All Categories → Machine Learning → convolutional-neural-networks

Top 803 convolutional-neural-networks open source projects

Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.

✭ 90

python shell master-thesis convolutional-neural-networks deep-residual-network bird-species-classification bird-audio-detection bird-song-data bird-clef

deep-learning

Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the…

✭ 43

Jupyter Notebook python bitcoin tensorflow keras cryptocurrency image-classification convolutional-neural-networks transfer-learning lstm-neural-networks

dlprimitives

Deep Learning Primitives and Mini-Framework for OpenCL

✭ 65

C++c python javascript deep-neural-networks deep-learning gpu opencl convolutional-neural-networks gpu-computing open-standard

TextCategorization

⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

✭ 30

python machine-learning deep-learning text-classification tensorflow neural-networks convolutional-neural-networks graph-convolutional-networks text-categorization

cnn-number-detection

Number detection implemented using TensorFlow with custom CNN architecture for fast inference and custom dataset

✭ 51

python deep-neural-networks deep-learning neural-network tensorflow image-processing cnn dnn convolutional-neural-networks digit-number custom-architecture custom-dataset number-detection

deepvisualminer

Deep visual mining for your photos and videos using YOLOv2 deep convolutional neural network based object detector and traditional face recognition algorithms

✭ 21

python shell deep-learning image-processing video-processing face-recognition face-detection convolutional-neural-networks yolo2

ISeeU

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU

✭ 20

Jupyter Notebook deep-learning convolutional-neural-networks intensive-care interpretable-deep-learning

Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

HE2LaTeX

Converting handwritten equations to LaTeX

✭ 84

Jupyter Notebook python convolutional-neural-networks sequence-to-sequence ocr-recognition

Articles-Bookmarked

No description or website provided.

✭ 30

medium chatbot cnn generative-adversarial-network self-driving-car deeplearning convolutional-neural-networks analytics-vidhya

cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

✭ 108

Jupyter Notebook python nlp deep-learning text-classification tensorflow keras cnn imdb convolutional-neural-networks binary-classification sentiment-classification yelp-dataset multiclass-classification imdb-dataset

Solar-Rad-Forecasting

In these notebooks the entire research and implementation process carried out for the construction of various machine learning models based on neural networks that are capable of predicting levels of solar radiation is captured given a set of historical data taken by meteorological stations.

✭ 24

Jupyter Notebook HTML data-science machine-learning deep-learning forecasting rnn convolutional-neural-networks rnn-tensorflow

EARS

EARS: Environmental Audio Recognition System

✭ 105

python HTML javascript CSS shell raspberry-pi demo convolutional-neural-networks environmental-sounds audio-recognition bokeh-server

STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-Keras

A simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."

✭ 26

python nlp natural-language-processing tensorflow keras cnn sts convolutional-neural-networks semantic-similarity natural-language-understanding semantic-textual-similarity stsbenchmark dataset-sts

MNIST-cnn

Convolutional neural networks with Python 3

✭ 19

python mnist-dataset convolutional-neural-networks

zero shot learning

A Visual-semantic embedding model using word2vec and CNNs

✭ 13

python deep-learning convolutional-neural-networks zero-shot-learning

pupyl

🧿 Pupyl is a really fast image search library which you can index your own (millions of) images and find similar images in milliseconds.

✭ 83

python Makefile image-search convolutional-neural-networks approximate-nearest-neighbors pythonic-library

An-Efficient-Brain-Tumor-MRI-classification-using-Deep-Residual-Learning

No description or website provided.

✭ 15

python image-processing artificial-neural-networks convolutional-neural-networks brain-tumor-classification

MP-CNN-Variants

Variants of Multi-Perspective Convolutional Neural Networks

✭ 22

Jupyter Notebook python natural-language-processing convolutional-neural-networks semantic-textual-similarity sentence-similarity paraphrase-identification answer-selection mp-cnn

keras-semantic-segmentation-example

Example of semantic segmentation in Keras

✭ 53

python deep-learning proof-of-concept keras segmentation convolutional-neural-networks toy-project

convolution-flavors

Implementation of convolution layer in different flavors

✭ 51

c Makefile deep-learning convolutional-neural-networks winograd im2col im2row kn2col kn2row

DeepBind-with-PyTorch

CNN architecture for predicting DNA binding sites for Transcription Factors

✭ 36

Jupyter Notebook pytorch convolutional-neural-networks convolutional-neural-network deepbind-model

axondeepseg

Axon/Myelin segmentation using Deep Learning

✭ 102

python Jupyter Notebook Dockerfile machine-learning deep-learning segmentation convolutional-neural-networks electron-microscopy axon microscopy myelin spinalcord histology neuropoly

Compact-Global-Descriptor

Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).

✭ 22

python shell efficient pytorch convolutional-neural-networks attention-mechanism attention-model efficient-attention

TransferDet

This is the repository containing team OverFeat's submission to CVPPP 2020's Wheat Detection Challenge (2/2245)

✭ 79

Jupyter Notebook deep-learning pytorch convolutional-neural-networks object-detection ai-in-agriculture

FISR

Official repository of FISR (AAAI 2020).

✭ 72

python deep-learning tensorflow convolutional-neural-networks super-resolution aaai joint-models frame-interpolation video-super-resolution video-frame-interpolation aaai2020 space-time-video-super-resolution 4k-test-dataset vfi-sr fisr

ConvChess

Convolutional Neural Networks learns to play chess moves

✭ 14

Jupyter Notebook python chess-engine chess deep-learning convolutional-neural-networks regression-train

Crop-Yield-Prediction-Using-Satellite-Imagery

No description or website provided.

✭ 44

python tensorflow gdal lstm spatial-analysis convolutional-neural-networks

kaggle diabetic RAM

Extended Retinopathy Detection Challenge with the Regression Activation Map for visual explaination

✭ 75

Jupyter Notebook python shell computer-vision deep-learning convolutional-neural-networks diabetic-retinopathy-detection discriminative-localization

fer

Facial Expression Recognition

✭ 32

Jupyter Notebook python opencv keras jupyter-notebook pandas kaggle kaggle-competition face-detection matplotlib convolutional-neural-networks tutorial-code facial-expression-recognition emotion-recognition fer2013

AI-based-indian-license-plate-detection

Indian license plate detection and character extraction using deep learning and raspberry pi.

✭ 49

Jupyter Notebook python convolutional-neural-networks machinelearning-python

ConvNet

A convolutional neural network for images recognition

✭ 23

python convnet image-recognition convolutional-neural-networks

CS231n-2018

My solution to the assignments of CS231n from Stanford University

✭ 25

Jupyter Notebook python computer-vision deep-learning artificial-intelligence convolutional-neural-networks

GLOM-TensorFlow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

✭ 32

python machine-learning deep-learning neural-network tensorflow keras convolutional-neural-networks representation-learning embedding keras-tensorflow geoffrey-hinton capsule-neural-networks tensorflow2 glom

algorithmia

No description or website provided.

✭ 15

Jupyter Notebook python HTML learning image machine keras cnn lstm convolution convolutional-neural-networks

CVAE-AnomalyDetection-PyTorch

Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)

✭ 23

python pytorch mnist-dataset convolutional-neural-networks anomaly-detection variational-autoencoder generative-neural-network

a-cnn-roadmap

A reading roadmap of CNN and Deep Learning basics.

✭ 33

roadmap deep-learning study convolutional-neural-networks

PADME

This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep learning.

✭ 33

python shell c deep-learning cheminformatics convolutional-neural-networks

One-Shot-Learning-with-Siamese-Networks

Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

✭ 129

Jupyter Notebook convolutional-neural-networks one-shot-learning keras-tensorflow siamese-network omniglot

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

R-CNN LIGHT

Regional-Convolution Neural Network for blink detection based on contouring.

✭ 66

python computer-vision deep-learning tensorflow numpy detection cv cnn blink closing convolutional-neural-networks contours erosion dilation rcnn opening rcnn-light

Unsupervised Deep Learning

Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders

✭ 36

Jupyter Notebook deep-learning neural-network autoencoder convolutional-neural-networks discrimination seismic-data

AdaptationSeg

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

✭ 128

python computer-vision deep-learning keras convolutional-neural-networks semantic-segmentation domain-adaptation

Traffic-Sign-CNN

Deep learning network for traffic sign image classification

✭ 15

Jupyter Notebook opencv deep-learning tensorflow self-driving-car convolutional-neural-networks

DistributedDeepLearning

Tutorials on running distributed deep learning on Batch AI

✭ 23

shell Jupyter Notebook python deep-learning azure nvidia convolutional-neural-networks nvidia-docker distributed-training batch-ai

crowd-counting

Image Crowd Counting Using Convolutional Neural Network and Markov Random Field

✭ 32

C++python matlab convolutional-neural-networks markov-random-field crowd-counting

DroNet

DroNet: Efficient convolutional neural network detector for Real-Time UAV applications

✭ 54

c Cuda opencv application real-time uav gpu efficient detector edge yolo convolutional-neural-networks darknet dronet

DeepDTA

No description or website provided.

✭ 158

python shell convolutional-neural-networks protein-ligand-interactions

hierarchical-dnn-interpretations

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Crowd-Counting-with-MCNNs

Crowd counting on the ShanghaiTech dataset, using multi-column convolutional neural networks.

✭ 23

python neural-network tensorflow keras convolutional-neural-networks shanghaitech crowd-counting crowdcounting

fastmri-reproducible-benchmark

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

✭ 117

Jupyter Notebook python neural-network tensorflow mri convolutional-neural-networks mri-reconstruction fastmri fastmri-challenge fastmri-dataset unrolled-reconstruction-algorithm

TensorFlow-SR-DenseNet

Tensorflow with Image Super-Resolution Using Dense Skip Connections , color

✭ 36

python deep-neural-networks tensorflow convolutional-neural-networks superresolution

sequence labeling tf

Sequence Labeling in Tensorflow

✭ 18

python machine-learning natural-language-processing deep-learning recurrent-neural-networks artificial-intelligence named-entity-recognition word-sense-disambiguation convolutional-neural-networks chunking pos-tagging sequence-labeling natural-language-understanding coreference-resolution semantic-role-labeling

colnet

🖌️ Automatic Image Colorization with Simultaneous Classification – based on "Let there be Color!"

✭ 37

python Jupyter Notebook Makefile machine-learning cnn pytorch image-colorization convolutional-neural-networks colorization automatic-colorization

Introduction-to-Deep-Learning-and-Neural-Networks-Course

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

✭ 33

Jupyter Notebook python data-science machine-learning deep-neural-networks ai deep-learning transformers pytorch recurrent-neural-networks generative-adversarial-network convolutional-neural-networks autoencoders graph-neural-networks

cluttered-mnist

Experiments on cluttered mnist dataset with Tensorflow.

✭ 20

HTML Jupyter Notebook python udacity deep-neural-networks deep-learning tensorflow mnist convolutional-neural-networks spatial-transformer-network nyu

ECG-acquisition-classification

Single Lead ECG signal Acquisition and Arrhythmia Classification using Deep Learning

✭ 41

Jupyter Notebook python C++shell arduino deep-learning tensorflow keras ecg convolutional-neural-networks ecg-signal deep-convolutional-networks keras-tensorflow ecg-classification ecg-acquisition

nn-segmentation-for-lar

Neural networks to segment some type of biomedical images

✭ 21

python bioinformatics keras mri neural-networks convolutional-neural-networks mit-license

SmaAt-UNet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

✭ 112

python convolutional-neural-networks weather-forecast unet unet-pytorch precipitation-nowcasting

numpy-cnn

A numpy based CNN implementation for classifying images

✭ 47

python cnn classification convolutional-neural-networks cifar10 fully-connected-network cifar-10 cnn-classification cifar10-experiment

661-720 of 803 convolutional-neural-networks projects

first

‹

›