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Top 449 deeplearning open source projects

🐵 An AI chess-board-game framework(by many programming languages) implementations.

[ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation

✭ 190

python computer-vision deep-learning video-processing deeplearning video-editing image-inpainting video-inpainting object-removal

blockchain-predictor

Deep leraning cryptocurrency prediction with blockchain-based dataset

✭ 34

python javascript C++shell blockchain prediction cryptocurrency deeplearning

datascience-mashup

In this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.

✭ 36

Jupyter Notebook data-science machine-learning deep-neural-networks deep-learning machine-learning-algorithms projects deep-reinforcement-learning deep-learning-algorithms machinelearning deeplearning dwoc2020 datascience-mashup accuracy-models age-detector

kuzushiji-recognition

Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

✭ 16

Jupyter Notebook python ocr computer-vision deep-learning japanese kaggle deeplearning fastai centernet kuzushiji-recognition

numpy-neuralnet-exercise

Implementation of key concepts of neuralnetwork via numpy

✭ 49

python neural-network numpy cnn dropout mnist sgd regularization deeplearning xavier-initializer relu cross-entropy-loss numpy-neuralnet-exercise

gryds

A Python package for geometric transformations of images for data augmentation in deep learning

✭ 55

Jupyter Notebook python deeplearning convolutional-neural-networks computervision medicalimageanalysis

tutorials

Introduction to Deep Learning: Chainer Tutorials

✭ 68

Jupyter Notebook deep-learning chainer deeplearning deep-learning-tutorial google-colaboratory

multi-task-defocus-deblurring-dual-pixel-nimat

Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single …

✭ 29

python deep-neural-networks computer-vision deep-learning dataset deeplearning datasets computational-photography autofocus synthetic-data depth-of-field synthetic-dataset-generation defocus-blur defocus-deblurring dual-pixel image-motion nimat-effect

KerasR

DeepLearning using Keras with R

✭ 26

r gan deeplearning kerasr

stock-prediction-with-DL

深度学习与股票分析预测

✭ 13

python stock-market deeplearning prediction-model stock-prediction

query completion

Personalized Query Completion

✭ 24

python information-retrieval deeplearning language-model

FastPose

pytorch realtime multi person keypoint estimation

✭ 36

Jupyter Notebook python shell real-time acceleration computer-vision realtime pytorch deeplearning human-pose-estimation pose-estimation model-compression openpose

RFDA-PyTorch

Official Code for 'Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction' - ACM Multimedia2021 (ACMMM2021) Accepted Paper Task: Video Quality Enhancement / Video Compression Artifact Reduction

✭ 44

python Cuda C++shell video-processing deeplearning video-quality video-enhancement video-restoration acmmm2021

Articles-Bookmarked

No description or website provided.

✭ 30

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

fastapi-template

Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as an API framework.

✭ 156

python Jupyter Notebook shell Dockerfile machine-learning framework deeplearning mlops fastapi

Cross-Domain-Image-Translation-Using-CycleGAN

CycleGAN based neural network architecture to change the gender of a person’s face

✭ 15

python keras generative-adversarial-network neural-networks deeplearning cyclegan-keras

rembg-greenscreen

Rembg Video Virtual Green Screen Edition

✭ 210

video segmentation deeplearning greenscreen segmentation-models

lightweight-temporal-attention-pytorch

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

✭ 43

python machine-learning deep-neural-networks deep-learning time-series satellite pytorch remote-sensing classification deeplearning satellite-imagery satellite-data time-series-classification self-attention

TFDeepSurv

COX Proportional risk model and survival analysis implemented by tensorflow.

✭ 75

python tensorflow survival-analysis deeplearning cox-regression cox-model

Printed-Chinese-Character-OCR

This is a Chinese Character ocr system based on Deep learning (VGG like CNN neural net work),this rep include trainning set generating,image preprocesing,NN model optimizing based on Keras high level NN framwork

✭ 21

python ocr keras vgg deeplearning chinese-characters

image segmentation dl

🍞 基于深度学习方法的图像分割（含语义分割、实例分割、全景分割）。

✭ 76

python IDL image cnn segmentation deeplearning

Kapsul-Aglari-ile-Isaret-Dili-Tanima

Recognition of Sign Language using Capsule Networks

✭ 42

python Jupyter Notebook keras machinelearning deeplearning signlanguage capsule-networks

MatConvNet-oneclick

Train your own data with MatConvNet

✭ 84

matlab deeplearning matconvnet

Nearest-Celebrity-Face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

IMTA

No description or website provided.

✭ 38

python shell pytorch deeplearning msdnet adaptive-inference

buildTensorflow

A lightweight deep learning framework made with ❤️

✭ 28

C++Cuda cuda deeplearning autodiff

googlecodelabs

TPU ile Yapay Sinir Ağlarınızı Çok Daha Hızlı Eğitin

✭ 116

Jupyter Notebook deeplearning codelabs tpu colab-notebook

knime-tensorflow

KNIME Deep Learning - Tensorflow Integration

✭ 18

java python integration knime tensorflow deeplearning visualprogramming

smd

Simple mmdetection CPU inference

✭ 27

python machine-learning computer-vision pytorch faster-rcnn deeplearning object-detection mask-rcnn retinanet

TensorFlow20-Notes

TensorFlow 2.0 Various notes and tutorials

✭ 14

Jupyter Notebook tensorflow tutorials tensorflow-tutorials deeplearning tensorflow-examples google-colab

Simplified SqueezeNet

An improved version of SqueezeNet networks https://github.com/DeepScale/SqueezeNet

✭ 38

deep-learning neural-network neural-networks deeplearning squeezenet

66Days NaturalLanguageProcessing

I am sharing my Journey of 66DaysofData in Natural Language Processing.

✭ 127

machine-learning natural-language-processing datascience deeplearning

Malware-Detection

Deep Learning Based Android Malware Detection Framework

✭ 29

python android machine-learning neural-network deeplearning androguard malware-detection

Baidu-Dog2017

http://js.baidu.com/

✭ 37

python baidu deeplearning

genetic deep learning

No description or website provided.

✭ 13

Jupyter Notebook python genetic-algorithm deeplearning weight-optimization

gan deeplearning4j

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

✭ 19

java Jupyter Notebook data-science machine-learning big-data spark apache-spark computer-vision deep-learning bigdata datascience generative-adversarial-network gan machinelearning deeplearning generative-adversarial-networks deeplearning4j

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

✭ 998

machine-learning awesome probability uncertainty datascience probability-distribution awesome-list machinelearning deeplearning probability-distributions uncertainty-quantification uncertainty-estimation conformal-prediction

Savior

(WIP)The deployment framework aims to provide a simple, lightweight, fast integrated, pipelined deployment framework for algorithm service that ensures reliability, high concurrency and scalability of services.

✭ 124

python workflow deployment distributed triton deeplearning rpa

deep-significance

Enabling easy statistical significance testing for deep neural networks.

✭ 266

python Jupyter Notebook shell machine-learning deep-neural-networks deep-learning ml machinelearning deeplearning dl hypothesis-testing statistical-significance significance-testing statistical-significance-test hypothesis-tests compare-scores

mnist-neural-network-deeplearnjs

🍃 Using a Neural Network to recognize MNIST digets in JavaScript.

✭ 26

javascript HTML CSS machine-learning deep-neural-networks deep-learning neural-network machine-learning-algorithms neural-networks deeplearning neural-network-example

SphereFace-TensorFlow

A TensorFlow implementation for SphereFace!The code can be trained on LFW.

✭ 17

python computer-vision tensorflow face-recognition deeplearning sphereface

Plant Disease Detection

Plant Disease Detector Web Application

✭ 181

Jupyter Notebook cnn pytorch machinelearning deeplearning fastai computervision machinelearning-python plantdiseasedetection plantdisease plantclassification

mlreef

The collaboration workspace for Machine Learning

✭ 1,409

kotlin javascript python SCSS shell ruby data-science machine-learning deep-learning mxnet tensorflow models machine-learning-algorithms pytorch artificial-intelligence deeplearning reproducibility mlops mlops-environment

colorchecker-detection

Multiple ColorChecker Detection. This code implements a multiple colorChecker detection method, as described in the paper Fast and Robust Multiple ColorChecker Detection.

✭ 51

Jupyter Notebook C++python caffe localization photography detection deeplearning mcc colorchecker

Keras-Generating-Sentences-from-a-Continuous-Space

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

✭ 32

python nlp deep-learning keras text-generation vae deeplearning variational-autoencoder keras-implementations

DenseLidarNet

No description or website provided.

✭ 35

Jupyter Notebook python shell pytorch deeplearning 3d kitti-dataset lidar-point-cloud voxelnet hallucination chamferloss

pytorch notebooks

A collection of PyTorch notebooks for learning and practicing deep learning

✭ 113

Jupyter Notebook nlp machine-learning ai notebook pytorch deeplearning

Recurrent-Neural-Network-for-BitCoin-price-prediction

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

✭ 53

python neural-network bitcoin keras prediction cnn rnn deeplearning rnn-tensorflow keras-neural-networks rnn-model keras-tensorflow

platonicgan

Escaping Plato’s Cave: 3D Shape from Adversarial Rendering [ICCV 2019]

✭ 40

python Jupyter Notebook machine-learning computer-vision computer-graphics artificial-intelligence deeplearning 3d-reconstruction differentiable-rendering iccv2019

dl-nlp-rg

Deep Learning for Natural Language Processing Reading Group | University of British Columbia (UBC)

✭ 32

Jupyter Notebook nlp machine-learning natural-language-processing informatics deeplearning ubc dl-nlp

HSI-SDeCNN

Source code of "A Single Model CNN for Hyperspectral Image Denoising"

✭ 32

matlab python objective c deeplearning hyperspectral-image-classification denoising hyperspectral-image-denoising

Very-deep-cnn-tensorflow

Very deep CNN for text classification

✭ 18

python nlp natural-language-processing deep-neural-networks deep-learning text-classification tensorflow document-classification deeplearning nlp-machine-learning very-deep-cnn vdcnn

Optimizers-for-Tensorflow

Adam, NAdam and AAdam optimizers

✭ 20

python tensorflow optimizer deeplearning adam neural-nets aadam-optimizers

pyheartex

Heartex Python SDK - Connect your own models to Heartex Data Labeling

✭ 27

python tensorflow annotations pytorch deeplearning data-labeling

redunet paper

Official NumPy Implementation of Deep Networks from the Principle of Rate Reduction (2021)

✭ 49

python deeplearning interpretable-deep-learning

roofn3d

Roof Classification, Segmentation, and Damage Completion using 3D Point Clouds

✭ 35

Jupyter Notebook python C++Cuda Makefile CMake shell computer-vision point-cloud deeplearning multi-task roof pointcloud roofn3d roof-classification

LSUV-pytorch

Simple implementation of the LSUV initialization in PyTorch

✭ 51

python cnn pytorch convolutional-networks deeplearning convolutional-neural-networks initialization lsuv lsuv-initialization

ChessBoardScanner

Java based Chess Board Scanner, which converts 2D chess board image into a machine readable format a.k.a. Forsyth–Edwards Notation (FEN). It uses OpenCV and Deeplearning4j frameworks, complemented with some proprietary algorithms implemented for realizing the goal. It currently supports the chess board and pieces sets of the most common online c…

✭ 32

java opencv chess computer-vision chessboard image-recognition deeplearning chess-board deeplearning4j imagerecognition chessboard-detection

Awesome-Human-Activity-Recognition

An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.

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