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Top 738 deep-neural-networks open source projects

(ECCV 2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

✭ 36

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Ardupi Ecg

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

✭ 35

python visualization neural-network arduino deep-neural-networks matplotlib

Channel Pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

✭ 979

python object-detection deep-neural-networks image-classification image-recognition model-compression

Maestro

An analytical cost model evaluating DNN mappings (dataflows and tiling).

✭ 35

matlab deep-learning deep-neural-networks dataflow

Skater

Python Library for Model Interpretation/Explanations

✭ 973

python deep-learning machine-learning deep-neural-networks ml datascience lstm-neural-networks predictive-modeling

Dl Colab Notebooks

Try out deep learning models online on Google Colab

✭ 969

jupyter-notebook deep-learning pytorch tensorflow deep-neural-networks cnn

Letslearnai.github.io

Lets Learn AI

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Densedepth

High Quality Monocular Depth Estimation via Transfer Learning

✭ 963

python jupyter-notebook deep-learning pytorch deep-neural-networks transfer-learning keras-tensorflow

Easy Deep Learning With Allennlp

🔮Deep Learning for text made easy with AllenNLP

✭ 32

python deep-learning natural-language-processing deep-neural-networks neural-networks text-classification

Theano Kaldi Rnn

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

✭ 31

perl deep-learning deep-neural-networks rnn recurrent-neural-networks theano kaldi gru

Onnx R

R Interface to Open Neural Network Exchange (ONNX)

✭ 31

r deep-learning deep-neural-networks rstats cran onnx

Tensorflow object counting api

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

✭ 956

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Randwire tensorflow

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

✭ 29

python deep-learning tensorflow deep-neural-networks classification mnist cifar10

Ssc

Semantic Scene Completion

✭ 29

python deep-neural-networks semantic-segmentation

Aletheia

Unwrapping Black Box of ReLU DNNs

✭ 28

deep-neural-networks

Servenet

Service Classification based on Service Description

✭ 21

jupyter-notebook keras deep-neural-networks cnn deeplearning classification service word2vec glove

Dlt

Deep Learning Toolbox for Torch

✭ 20

lua deep-neural-networks torch toolbox

Tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

✭ 882

python pytorch deep-neural-networks tabular-data machine-learning-library

Kalasalingam

IEEE "Invited Talk on Deep Learning" 03/02/2018

✭ 13

jupyter-notebook deep-learning machine-learning deep-neural-networks deep-learning-tutorial keras-tutorials

Onnx Tensorflow

Tensorflow Backend for ONNX

✭ 846

python deep-learning tensorflow deep-neural-networks onnx

Nideep

collection of utilities to use with deep learning libraries (e.g. caffe)

✭ 25

python deep-learning machine-learning deep-neural-networks caffe lmdb

Tf Keras Surgeon

Pruning and other network surgery for trained TF.Keras models.

✭ 25

jupyter-notebook deep-learning tensorflow deep-neural-networks keras-tensorflow pruning

Zoneout Tensorflow

An implementation of zoneout regularizer on LSTM-RNN by Tensorflow

✭ 23

python tensorflow deep-neural-networks recurrent-neural-networks

Concise Ipython Notebooks For Deep Learning

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

✭ 23

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Deepfake Detection

DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.

✭ 23

jupyter-notebook deep-learning deep-neural-networks kaggle

Csc deeplearning

3-day dive into deep learning at csc

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jupyter-notebook deep-neural-networks course workshop theano binder school lasagne

Medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

✭ 917

python deep-learning object-detection deep-neural-networks segmentation detection semantic-segmentation medical-imaging 3d-models

All Classifiers 2019

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

✭ 22

jupyter-notebook computer-vision artificial-intelligence deep-neural-networks convolutional-neural-networks caffe data-augmentation artificial-neural-networks

Deep Embedded Memory Networks

https://arxiv.org/abs/1707.00836

✭ 19

jupyter-notebook deep-learning deep-neural-networks paper memory question-answering video-processing

Image classification cifar 10

Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.

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python deep-neural-networks image-classification cifar10

Face Recognition

Face Recognition Using Keras/tensorflow coupled with Node.js Server

✭ 16

python machine-learning tensorflow deep-neural-networks face-recognition

Ml Kws For Mcu

Keyword spotting on Arm Cortex-M Microcontrollers

✭ 823

python c machine-learning deep-neural-networks arm

Kur

Descriptive Deep Learning

✭ 811

python deep-learning machine-learning neural-network deep-neural-networks neural-networks speech-recognition speech-to-text image-recognition deep-learning-tutorial

Variational Autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

✭ 807

python deep-learning machine-learning pytorch tensorflow deep-neural-networks learning unsupervised-learning vae variational-autoencoder variational-inference deep

Quickdraw

Implementation of Quickdraw - an online game developed by Google

✭ 805

python python3 deep-learning pytorch computer-vision neural-network deep-neural-networks opencv neural-networks cnn deeplearning image-classification

Deep Learning Time Series

List of papers, code and experiments using deep learning for time series forecasting

✭ 796

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Poseestimationformobile

💃 Real-time single person pose estimation for Android and iOS.

✭ 783

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Pipecnn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

✭ 775

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Emotion Recognition Neural Networks

Emotion recognition using DNN with tensorflow

✭ 769

python machine-learning tensorflow deep-neural-networks convolutional-neural-networks

Gans In Action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

✭ 748

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Deeplearning.scala

A simple library for creating complex neural networks

✭ 745

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Emopy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

✭ 744

python neural-network deep-neural-networks face emotion

Bmw Tensorflow Training Gui

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

✭ 736

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Dl 4 Tsc

Deep Learning for Time Series Classification

✭ 730

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Softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

✭ 713

python deep-learning machine-learning reinforcement-learning deep-neural-networks deep-reinforcement-learning

Keras Attention

Visualizing RNNs using the attention mechanism

✭ 697

python deep-learning machine-learning natural-language-processing deep-neural-networks translation recurrent-neural-networks attention-mechanism

Deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

✭ 30,308