convolutional-networks | Topic | Ecosyste.ms: Repos

Topic: "convolutional-networks"

milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Language: Python - Size: 46.3 MB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 10,221 - Forks: 2,621

thtrieu/darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Language: Python - Size: 32.2 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 6,147 - Forks: 2,060

udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Language: Jupyter Notebook - Size: 146 MB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 5,393 - Forks: 5,344

quark0/darts

Differentiable architecture search for convolutional and recurrent networks

Language: Python - Size: 4.7 MB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 3,961 - Forks: 835

towhee-io/towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Language: Python - Size: 37.2 MB - Last synced at: 27 days ago - Pushed at: 8 months ago - Stars: 3,366 - Forks: 258

KupynOrest/DeblurGAN

Image Deblurring using Generative Adversarial Networks

Language: Python - Size: 83.8 MB - Last synced at: 19 days ago - Pushed at: over 5 years ago - Stars: 2,596 - Forks: 527

TrustAGI-Lab/Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

Size: 60.5 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 2,260 - Forks: 382

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

Language: Python - Size: 6.68 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 2,250 - Forks: 476

wkentaro/pytorch-fcn 📦

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Language: Python - Size: 32 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1,768 - Forks: 481

experiencor/keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

Language: Jupyter Notebook - Size: 52.6 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 1,736 - Forks: 779

hurshd0/must-read-papers-for-ml

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1,136 - Forks: 163

bentrevett/pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Language: Jupyter Notebook - Size: 88.3 MB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 1,023 - Forks: 253

implus/PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Language: Python - Size: 5.09 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 857 - Forks: 122

infocusp/tf_cnnvis

CNN visualization tool in TensorFlow

Language: Python - Size: 3.65 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 777 - Forks: 208

ducha-aiki/caffenet-benchmark

Evaluation of the CNN design choices performance on ImageNet-2012.

Language: Jupyter Notebook - Size: 201 MB - Last synced at: 24 days ago - Pushed at: almost 8 years ago - Stars: 743 - Forks: 152

cauchyturing/UCR_Time_Series_Classification_Deep_Learning_Baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

Language: Python - Size: 1.76 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 687 - Forks: 204

tobybreckon/fire-detection-cnn

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

Language: Python - Size: 3.44 MB - Last synced at: 24 days ago - Pushed at: almost 4 years ago - Stars: 557 - Forks: 173

experiencor/self-driving-toy-car

A self driving toy car using end-to-end learning

Language: Jupyter Notebook - Size: 571 MB - Last synced at: 15 days ago - Pushed at: almost 8 years ago - Stars: 521 - Forks: 72

FrancescoSaverioZuppichini/glasses

High-quality Neural Networks for Computer Vision 😎

Language: Jupyter Notebook - Size: 129 MB - Last synced at: 24 days ago - Pushed at: almost 3 years ago - Stars: 445 - Forks: 35

ethanhe42/u-net

U-Net: Convolutional Networks for Biomedical Image Segmentation

Language: Python - Size: 10.7 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 432 - Forks: 160

buomsoo-kim/Easy-deep-learning-with-Keras

Keras tutorial for beginners (using TF backend)

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 405 - Forks: 192

AdicherlaVenkataSai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

Size: 229 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 375 - Forks: 109

skcript/tensorflow-resources

Curated Tensorflow code resources to help you get started with Deep Learning.

Language: Python - Size: 170 MB - Last synced at: 4 days ago - Pushed at: over 7 years ago - Stars: 340 - Forks: 37

TNTLFreiburg/braindecode

Outdated, see new https://github.com/braindecode/braindecode

Language: Python - Size: 3.35 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 321 - Forks: 158

naszilla/naszilla

Naszilla is a Python library for neural architecture search (NAS)

Language: Python - Size: 1.72 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 309 - Forks: 46

ai-med/squeeze_and_excitation

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

Language: Python - Size: 318 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 292 - Forks: 50

hoangcuong2011/Good-Papers

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Size: 322 KB - Last synced at: 7 months ago - Pushed at: about 6 years ago - Stars: 285 - Forks: 57

ducha-aiki/affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

Language: Python - Size: 61.3 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 271 - Forks: 48

ImagingLab/Colorizing-with-GANs

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

Language: Python - Size: 23.5 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 266 - Forks: 96

AdalbertoCq/Deep-Learning-Specialization-Coursera

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

Language: Jupyter Notebook - Size: 122 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 249 - Forks: 256

uoip/SSD-variants

PyTorch implementation of several SSD based object detection algorithms.

Language: Python - Size: 48.8 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 241 - Forks: 58

anuragranj/spynet

Spatial Pyramid Network for Optical Flow

Language: Lua - Size: 64.1 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 240 - Forks: 48

wkentaro/fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Language: Python - Size: 20 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 217 - Forks: 97

JihongJu/keras-fcn

A playable implementation of Fully Convolutional Networks with Keras.

Language: Python - Size: 982 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 202 - Forks: 85

hugochan/Eye-Tracker

Implemented and improved the iTracker model proposed in the paper "Eye Tracking for Everyone"

Language: Python - Size: 25.4 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 198 - Forks: 51

DataXujing/CNN-paper2

:art: :art: 深度学习卷积神经网络教程：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art: https://dataxujing.github.io/CNN-paper2/

Size: 765 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 178 - Forks: 49

Issam28/Brain-tumor-segmentation

A deep learning based approach for brain tumor MRI segmentation.

Language: Python - Size: 35.1 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 175 - Forks: 63

adobe/stringlifier

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

Language: Python - Size: 7.35 MB - Last synced at: 21 days ago - Pushed at: 28 days ago - Stars: 167 - Forks: 28

richzhang/antialiased-cnns

Repository has been moved: https://github.com/adobe/antialiased-cnns

Size: 74 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 165 - Forks: 4

josedolz/LiviaNET

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Language: Python - Size: 12.1 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 160 - Forks: 52

alexisbcook/keras_transfer_cifar10

Object classification with CIFAR-10 using transfer learning

Language: Jupyter Notebook - Size: 5.34 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 131 - Forks: 58

shawnyuen/semantic_seg_paper_collection

Size: 604 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 128 - Forks: 23

cvjena/cn24

Convolutional (Patch) Networks for Semantic Segmentation

Language: C++ - Size: 8.41 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 123 - Forks: 44

ducha-aiki/LSUVinit

Reference caffe implementation of LSUV initialization

Language: C++ - Size: 30.9 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 113 - Forks: 33

guanyingc/PS-FCN

Learning Based Calibrated Photometric Stereo for Non-Lambertian Surface (ECCV 2018)

Language: Python - Size: 4.02 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 109 - Forks: 34

surmenok/GTSRB

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Language: Jupyter Notebook - Size: 2.4 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 108 - Forks: 46

shuowang-ai/GeniePath-pytorch

This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

Language: Python - Size: 170 KB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 104 - Forks: 27

dorajam/Convolutional-Network

A convolutional neural network from scratch

Language: Python - Size: 16.2 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 102 - Forks: 48

ekazakos/temporal-binding-network

Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch

Language: Python - Size: 43.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 98 - Forks: 25

IanTaehoonYoo/semantic-segmentation-pytorch

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.

Language: Python - Size: 36.7 MB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 87 - Forks: 20

julie-is-late/TensorFlow-Signal-Processing

doing audio digital signal processing in tensorflow to try to recreate digital audio effects

Language: Python - Size: 283 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 83 - Forks: 21

MrinmoiHossain/Deep-Learning-Specialization-Coursera

Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.

Language: Jupyter Notebook - Size: 128 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 77 - Forks: 87

thtrieu/essence

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

Language: Python - Size: 19.4 MB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 77 - Forks: 18

shekkizh/Colorization.tensorflow

Image colorization using CNNs in tensorflow

Language: Python - Size: 1.76 MB - Last synced at: 15 days ago - Pushed at: about 7 years ago - Stars: 74 - Forks: 19

AllanYiin/trident

Make pytorch and tensorflow two become one.

Language: HTML - Size: 708 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 72 - Forks: 12

ducha-aiki/LSUV-keras

Simple implementation of the LSUV initialization in keras

Language: Python - Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 67 - Forks: 22

kristijanbartol/Deep-Music-Tagger

Music genre classification model using CRNN

Language: Python - Size: 51.4 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 67 - Forks: 7

theairbend3r/how-to-train-your-neural-net

Deep learning research implemented on notebooks using PyTorch.

Language: Jupyter Notebook - Size: 368 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 20

Shobhit20/Image-Captioning

Image Captioning: Implementing the Neural Image Caption Generator with python

Language: Python - Size: 2.63 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 62 - Forks: 36

ekazakos/auditory-slow-fast

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

Language: Python - Size: 86.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 61 - Forks: 13

ZhijianJiang/DispNet-TensorFlow

TensorFlow implementation of DispNet by Zhijian Jiang.

Language: Python - Size: 9.77 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 24

ducha-aiki/LSUV-pytorch

Simple implementation of the LSUV initialization in PyTorch

Language: Python - Size: 8.92 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 9

josedolz/SemiDenseNet

Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

Language: Python - Size: 556 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 56 - Forks: 18

MrinmoiHossain/Udacity-Deep-Learning-Nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Language: Jupyter Notebook - Size: 403 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 54 - Forks: 29

LIVIAETS/MedicalImageSegmentation

This repository aims at containing all the code employed at LIVIA to segment medical images. Mainly, our research focuses on bringind the expertise in deep learning and optimization techniques to the medical image analysis domain.

Language: Python - Size: 11.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 53 - Forks: 20

ajaybhat/Tensorflow-For-Beginners

Introduction to deep learning with Tensorflow.

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 51 - Forks: 7

HongyangGao/LGCN Fork of divelab/lgcn

Tensorflow Implementation of Large-Scale Learnable Graph Convolutional Networks (LGCN) KDD18

Language: Python - Size: 140 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 47 - Forks: 23

hshatti/LightNet

Implemented in pure pascal LightNet is an artificial intelligence neural network library Inspired by Darknet and yolo library which can run most of the darknet including YOLO models nativly and self dependently in pascal, tests are provided for both Lazarus and Delphi

Language: Pascal - Size: 4.62 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 43 - Forks: 6

bumic/bestofml

A repository for sharing best of resources for learning the current state of the art in machine learning. Join our Facebook group:

Size: 30.3 KB - Last synced at: 9 days ago - Pushed at: over 7 years ago - Stars: 42 - Forks: 10

frereit/TensorflowHandwritingRecognition 📦

Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

Language: Python - Size: 43.9 MB - Last synced at: about 16 hours ago - Pushed at: over 6 years ago - Stars: 40 - Forks: 19

mateuszbuda/ALL-CNN

Striving for Simplicity: The All Convolutional Net (All-CNN-C)

Language: Shell - Size: 5.02 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 11

ssusnic/Machine-Learning-Doodle-Recognition

A project on making a game like Quick Draw using Machine Learning with Convolutional Neural Network.

Language: JavaScript - Size: 2.01 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 13

shivamsouravjha/Pose-estimators

In progress deployment of pose estimation.

Language: Jupyter Notebook - Size: 416 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 6

CrookedNoob/Mask_RCNN-Multi-Class-Detection Fork of matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language: Jupyter Notebook - Size: 115 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 34 - Forks: 23

shaoyuanlo/EDANet

Implementation details for EDANet

Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 32 - Forks: 5

pkassraie/CNN_Visualizations

Visualization of Adversarial Examples

Language: Python - Size: 260 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 31 - Forks: 4

Naman-ntc/Action-Recognition

Course Project for CS763 Computer Vision IIT Bombay

Language: Python - Size: 204 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 30 - Forks: 5

yearing1017/Paper_Note

📚 记录一些自己读过的论文与笔记

Size: 70.9 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 24 - Forks: 1

IliaOzhmegov/TradingNeuralNetwork

A network tries to predict movements in stock prices based on a picture of a time series stock price.

Language: Python - Size: 182 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 10

knathanieltucker/deeplearning-papernotes

Size: 223 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 22 - Forks: 6

ekazakos/fusenet-hand-pose

Implementation of E. Kazakos, C. Nikou, I. A. Kakadiaris. On the Fusion of RGB and Depth Information for Hand Pose Estimation, ICIP, 2018.

Language: Python - Size: 134 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 6

michaelmendoza/learning-tensorflow

Simple Tensorflow tutorials for learning by example

Language: Jupyter Notebook - Size: 391 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 8

xternalz/SDPoint

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Language: Python - Size: 10.7 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 4

shinshiner/Paper-Survey

Size: 10.8 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 2

nrupatunga/Fast-Image-Filters

This is PyTorch-lightning implementation of "Fast Image Processing with Fully-Convolutional Networks" (https://arxiv.org/abs/1709.00643)

Language: Python - Size: 125 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 2

darienmt/CarND-Semantic-Segmentation-P2

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

Language: Jupyter Notebook - Size: 5.69 MB - Last synced at: 18 days ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 13

ikergarcia1996/GTAV-Self-driving-car Fork of aidenyg/GTAV-Self-driving-car

Self driving car in GTAV with Deep Learning

Language: Jupyter Notebook - Size: 67.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 15 - Forks: 2

simongeek/KerasVGGcifar10

Keras VGG implementation for CIFAR-10 classification Tutorial

Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 8

anoushkrit/open-knowledge

Contains information links, articles, research papers, tweets, blog posts, companies etc and everything which is even minutely related to the field of Artificial Intelligence, Distributed Computing, Quantum Computing and Physics, Evolutionary Biology, Crypto-currency, Virual and Augmented Reality etc.

Language: HTML - Size: 453 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 13 - Forks: 6

rfonod/deepsleep2

A compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.

Language: Jupyter Notebook - Size: 791 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 13 - Forks: 3

lingjzhu/mtracker.github.io

MTracker is a tool for automatic splining tongue shapes in ultrasound images by harnessing the power of deep convolutional neural networks. It is developed at the Department of Linguistics, University of Michigan to address the need of splining a large-scale ultrasound project.

Language: Python - Size: 7.13 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 7

amrmorsey/Latte

Latte is a convolutional neural network (CNN) inference engine written in C++ and uses AVX to vectorize operations. The engine runs on Windows 10, Linux and macOS Sierra.

Language: C++ - Size: 239 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 0

ttungl/Deep-Learning

Implemented the deep learning techniques using Google Tensorflow that cover deep neural networks with a fully connected network using SGD and ReLUs; Regularization with a multi-layer neural network using ReLUs, L2-regularization, and dropout, to prevent overfitting; Convolutional Neural Networks (CNNs) with learning rate decay and dropout; and Recurrent Neural Networks (RNNs) for text and sequences with Long Short-Term Memory (LSTM) networks.

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 6