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Top 449 deeplearning open source projects

deepstreet

Traffic Sign Recognition - Fine tuning VGG16 + GTSRB

✭ 60

python keras deeplearning convolutional-neural-networks traffic-sign-classification

stylizeapp

A flask website for style transfer

✭ 34

javascript HTML python flask machine-learning computer-vision transfer style pytorch deeplearning styletransfer

ML4Sec-papers

Research papers on ML for security

✭ 27

security machine-learning survey fuzzing deeplearning research-paper

deeptrolldetector

Deep troll uses a deep learning model that identifies whether an audio contains the Gemidao troll (AAAWN OOOWN NHAAA AWWWWN AAAAAH).

✭ 20

Jupyter Notebook recurrent-neural-networks troll deeplearning convolutional-neural-networks

barrage

Barrage is an opinionated supervised deep learning tool built on top of TensorFlow 2.x designed to standardize and orchestrate the training and scoring of complicated models.

✭ 16

python nlp machine-learning natural-language-processing deep-neural-networks computer-vision deep-learning time-series cv neural-networks machinelearning deeplearning

deep-improvisation

Easy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.

✭ 53

python music machine-learning tensorflow keras lstm rnn deeplearning jazz

ODSC India 2018

My presentation at ODSC India 2018 about Deep Learning with Apache Spark

✭ 26

Jupyter Notebook data spark datascience pyspark deeplearning optimus

Satellite-Image-Forgery-Detection-and-Localization

No description or website provided.

✭ 17

Jupyter Notebook python deeplearning adversarial-networks

coursera-ai-for-medicine-specialization

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

dd performances

DeepDetect performance sheet

✭ 92

python embedded caffe raspberry deeplearning squeezenet jetson-tx1 deepdetect embedded-platforms jetson-nano

SESR

SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks

✭ 26

python pytorch deeplearning super-resolution

MTMT

Code for the CVPR 2020 paper "A Multi-task Mean Teacher for Semi-supervised Shadow Detection"

✭ 66

python deeplearning computervision shadowdetection

bert experimental

code and supplementary materials for a series of Medium articles about the BERT model

✭ 72

Jupyter Notebook python natural-language-processing deeplearning bert

VAE-Gumbel-Softmax

An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU) in ICLR 2017.

✭ 66

python tensorflow mnist vae deeplearning variational-autoencoder gumbel-softmax

Image-Classifier

Final Project of the Udacity AI Programming with Python Nanodegree

✭ 63

Jupyter Notebook python udacity ai numpy pytorch neural-networks image-classification image-recognition matplotlib deeplearning gradient-descent backpropagation-learning-algorithm udacity-nanodegree perceptron-learning-algorithm pytorch-implmention udacity-ai-nanodegree

Data-Scientist-In-Python

This repository contains notes and projects of Data scientist track from dataquest course work.

EasySparse

Sparse learning in TensorFlow using data acquired from Spark.

✭ 21

python scala spark tensorflow sparse deeplearning libsvm tfrecords

Learning-Lab-C-Library

This library provides a set of basic functions for different type of deep learning (and other) algorithms in C.This deep learning library will be constantly updated

✭ 20

c library deep-learning neural-network opencl transformer lstm convolutional-layers deeplearning residual-layers residual-networks backpropagation optimization-algorithms softmax adam-optimizer avarage nesterov adam-algorithm dropout-layers

QmapCompression

Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021

✭ 27

python shell compression pytorch deeplearning iccv2021

Chatbot

A Deep-Learning multi-purpose chatbot made using Python3

✭ 36

python HTML css heroku nlp html flask machine-learning deep-neural-networks deep-learning chatbot artificial-intelligence flask-application artificial-neural-networks chatbots deeplearning nlp-machine-learning machinelearning-python webd

SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

✭ 32

python nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

deeplearning

딥러닝 학습 자료를 모아두고 여러 사람이 참고하여 학습할 수 있도록 돕습니다.

✭ 44

machine-learning ai deep-learning deeplearning

caffe

Caffe: a Fast framework for deep learning. Custom version with built-in sparse inputs, segmentation, object detection, class weights, and custom layers

✭ 36

C++python Cuda CMake matlab Makefile caffe deeplearning

focalloss

Focal Loss of multi-classification in tensorflow

✭ 75

python tensorflow classification deeplearning loss focalloss

InferenceHelper

C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

✭ 142

C++CMake opencv deep-learning tensorflow inference deeplearning tensorrt mnn nnabla ncnn

DLInfBench

CNN model inference benchmarks for some popular deep learning frameworks

✭ 51

python shell caffe mxnet tensorflow cnn pytorch deeplearning caffe2 benchmark-experiments

img ai app boilerplate

An image classification app boilerplate to serve your deep learning models asap!

night image semantic segmentation

[ICIP 2019] : This is the official github repository for the paper "What's There in The Dark" accepted in IEEE International Conference in Image Processing 2019 (ICIP19) , Taipei, Taiwan.

✭ 25

python shell computer-vision pytorch deeplearning semantic-segmentation icip deeplabv3 cityscapes-dataset night-images night-conversion

SwitchNorm Detection

The code of Switchable Normalization for object detection based on Detectron.pytorch.

✭ 79

python Cuda c pytorch deeplearning object-detection normalization

superpixels-segmentation

Research internship - Image segmentation by superpixels based on PyTorch

✭ 15

TeX Jupyter Notebook python machine-learning deep-neural-networks computer-vision deep-learning neural-network pytorch deeplearning convolutional-neural-networks image-segmentation superpixels superpixel-algorithm superpixels-segmentation superpixel-partition

ghiaseddin

Author's implementation of the paper "Deep Relative Attributes" (ACCV 2016)

✭ 41

Jupyter Notebook python shell lasagne deep-learning paper deeplearning convolutional-neural-networks

MPNet

Motion Planning Networks

✭ 139

c C++CMake python java Makefile motion-planning neural-networks deeplearning

OCR

Optical character recognition Using Deep Learning

✭ 25

Jupyter Notebook shell python tensorflow cnn lstm tensorflow-experiments deeplearning optical-character-recognition lstm-neural-networks rcnn ctc-loss

learning2hash.github.io

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

✭ 14

HTML hashing natural-language-processing information-retrieval text-mining computer-vision deep-learning image-processing locality-sensitive-hashing deeplearning large-scale cvpr

SpeechEnhancement

Combining Weighted Multi-resolution STFT Loss and Distance Fusion to Optimize Speech Enhancement Generative Adversarial Networks

✭ 49

python pytorch deeplearning speech-processing speechenhancement

Forecasting-Solar-Energy

Forecasting Solar Power: Analysis of using a LSTM Neural Network

✭ 23

Jupyter Notebook data-science lstm forecasting machinelearning deeplearning solar-energy renewable-energy dataengineering neuralnetworks solarpower electricity-grid forecasting-solar-power

yolov5-crowdhuman

Head and Person detection using yolov5. Detection from crowd.

✭ 79

deeplearning head-detection person-detection trained-weights crowdhuman crowddetection yolov5

Deep Visual Inertial Odometry

Deep Learning for Visual-Inertial Odometry

✭ 31

python matlab robotics navigation deeplearning visual-inertial-odometry visual-odometry

Practical-Deep-Learning-with-PyTorch

Live Training by Packt, with Jeffrey Yau.

✭ 17

Jupyter Notebook pytorch deeplearning

BehaviorMetrics

Autonomous driving neural network comparison tool

✭ 33

python machine-learning reinforcement-learning computer-vision deeplearning

Deep-Learning-Models

Deep Learning Models implemented in python.

✭ 17

python deep-learning sda models cnn restricted-boltzmann-machine rbm deeplearning mlp multi-layer-perceptron da deep-belief-nets denoising-autoencoders

BMW-IntelOpenVINO-Detection-Inference-API

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

✭ 66

python Dockerfile shell docker cpu computer-vision neural-network rest-api inference resnet deeplearning object-detection inference-engine detection-api detection-algorithm nocode openvino openvino-toolkit openvino-model-zoo

Active-Shift-TF

Tensorflow implementation for Active Shift Layer(ASL)

✭ 22

C++Cuda python shell c tensorflow convolutional-layers deeplearning

BMW-IntelOpenVINO-Segmentation-Inference-API

This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

✭ 31

python docker cpu ai computer-vision inference swagger-ui deeplearning image-segmentation semantic-segmentation bmw nocode inference-gui openvino-toolkit

kaggle

Kaggle solutions

✭ 17

Jupyter Notebook python ml kaggle kaggle-competition deeplearning kaggle-solution

3-D-Scene-Graph

3D scene graph generator implemented in Pytorch.

✭ 52

python shell intelligence robot computer-vision deep-learning robotics pytorch deeplearning scene-graph scenegraph 3d-models environmental-modelling 3d-scene-graph

dst

yet another custom data science template via cookiecutter

✭ 59

python template cookiecutter datascience machinelearning deeplearning githubcli deeplearning-ai machinelearning-python machinelearningprojects

Yolo-v2-pytorch

YOLO for object detection tasks

✭ 327

python deep-neural-networks computer-vision deep-learning cnn pytorch yolo deeplearning object-detection yolov2 you-only-look-once

Paddle-SEQ

低代码序列数据处理框架，最短两行即可完成训练任务！

✭ 13

python deeplearning paddle paddlepaddle paddleseq

AI-for-Security-Testing

My AI security testing projects

✭ 34

Jupyter Notebook r security machine-learning ai deeplearning security-testing

knime-deeplearning

KNIME Deep Learning Integration

✭ 19

java python workflow integration knime keras deeplearning

machine-learning-notebook-series

Jupyter notebook series for machine learning and deep learning.

✭ 14

Jupyter Notebook python machine-learning deeplearning

air writing

Online Hand Writing Recognition using BLSTM

✭ 26

C#Classic ASP python ShaderLab GLSL HLSL nlp tensorflow vr lstm rnn deeplearning handwriting-recognition

DeepPixel

An open-source Python package for making computer vision and image processing simpler

✭ 21

python computer-vision image-processing deeplearning hacktoberfest

Deep-Reinforcement-Learning-for-Boardgames

Master Thesis project that provides a training framework for two player games. TicTacToe and Othello have already been implemented.

✭ 17

python reinforcement-learning pytorch othello tictactoe deeplearning connect4 reinforcement-agents reinforcement-learning-playground

Groundbreaking-Papers

ML Research paper summaries, annotated papers and implementation walkthroughs

✭ 90

nlp research pytorch machinelearning deeplearning computervision

continuous Bernoulli

There are C language computer programs about the simulator, transformation, and test statistic of continuous Bernoulli distribution. More than that, the book contains continuous Binomial distribution and continuous Trinomial distribution.

✭ 22

C++deep-neural-networks simulator deep-learning statistical-analysis vae deeplearning autoencoders test-statistic variational-autoencoder variational-autoencoders deeplearning-ai vae-implementation continuous-bernoulli point-estimator

flops-cnn

Calculate Flops for CNN

✭ 37

python deep-neural-networks deeplearning convolutional-neural-networks

autodeepnet

Automated deep learning!

✭ 24

python deep-neural-networks ai deep-learning artificial-intelligence deeplearning automated-machine-learning

type4py

Type4Py: Deep Similarity Learning-Based Type Inference for Python

✭ 41

python shell machinelearning deeplearning typeinference similarity-learning ml4se type4py

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