#Convolutional-neural-networks

Showing 60 of 422 repositories tagged #convolutional-neural-networks, ranked by stars

BrainJS
BrainJS
brain.js

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

Score
99
★ 14.9k ⑂ 1.1k
TypeScript
zalandoresearch
zalandoresearch
fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

Score
97
★ 12.8k ⑂ 3.1k +4/day
Python
milesial
milesial
Pytorch-UNet

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

Score
93
★ 11.5k ⑂ 2.8k +6/day
Python
satellite-image-deep-learning
satellite-image-deep-learning
techniques

Techniques for deep learning with satellite & aerial imagery

Score
100
★ 10.2k ⑂ 1.6k +8/day
microsoft
microsoft
computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

Score
87
★ 9.9k ⑂ 1.2k
Jupyter Notebook
brightmart
brightmart
text_classification

all kinds of text classification models and more with deep learning

Score
90
★ 7.9k ⑂ 2.5k
Python
afshinea
afshinea
stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

Score
98
★ 7.0k ⑂ 1.4k +3/day
thtrieu
thtrieu
darkflow

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

Score
83
★ 6.1k ⑂ 2.0k +1/day
Python
jeffheaton
jeffheaton
t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Score
100
★ 5.7k ⑂ 3.0k
Jupyter Notebook
BoltzmannEntropy
BoltzmannEntropy
interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Score
77
★ 4.9k ⑂ 327
idealo
idealo
image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Score
0
★ 4.8k ⑂ 769
Python
BinRoot
BinRoot
TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Score
98
★ 4.4k ⑂ 1.2k
Jupyter Notebook
amanchadha
amanchadha
coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Score
100
★ 4.3k ⑂ 2.7k +6/day
Jupyter Notebook
TarrySingh
TarrySingh
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Score
80
★ 4.0k ⑂ 1.6k +1/day
Python
christianversloot
christianversloot
machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Score
96
★ 3.7k ⑂ 762 +1/day
mgsalem
mgsalem
Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

Score
96
★ 3.6k ⑂ 794
Python
NELSONZHAO
NELSONZHAO
zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Score
98
★ 3.5k ⑂ 2.1k
Jupyter Notebook
shu223
shu223
iOS-10-Sampler

Code examples for new APIs of iOS 10.

Score
100
★ 3.3k ⑂ 329
Swift
dragen1860
dragen1860
Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

Score
97
★ 3.1k ⑂ 1.3k
Python
avinashpaliwal
avinashpaliwal
Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

Score
96
★ 3.0k ⑂ 484
Python
NVIDIA
NVIDIA
MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Score
95
★ 2.9k ⑂ 480 +2/day
Python
ndrplz
ndrplz
self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

Score
97
★ 2.9k ⑂ 1.4k
C++
easy-tensorflow
easy-tensorflow
easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

Score
95
★ 2.8k ⑂ 360
Python
KupynOrest
KupynOrest
DeblurGAN

Image Deblurring using Generative Adversarial Networks

Score
95
★ 2.6k ⑂ 531
Python
deeplearningturkiye
deeplearningturkiye
turkce-yapay-zeka-kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Score
94
★ 2.4k ⑂ 444
dipanjanS
dipanjanS
practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Score
94
★ 2.4k ⑂ 1.7k
Jupyter Notebook
google
google
XNNPACK

High-efficiency floating-point neural network inference operators for mobile, server, and Web

Score
99
★ 2.4k ⑂ 518 +2/day
C
idealo
idealo
image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

Score
94
★ 2.2k ⑂ 455
Python
ajbrock
ajbrock
Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

Score
91
★ 2.1k ⑂ 193
Python
kk7nc
kk7nc
Text_Classification

Text Classification Algorithms: A Survey

Score
93
★ 1.8k ⑂ 541
Python
symisc
symisc
sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Score
90
★ 1.8k ⑂ 212 +1/day
C
xmartlabs
xmartlabs
Bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

Score
80
★ 1.8k ⑂ 89
Swift
keplr-io
keplr-io
quiver

Interactive convnet features visualization for Keras

Score
90
★ 1.8k ⑂ 224
JavaScript
mbadry1
mbadry1
Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of stars.

Score
92
★ 1.8k ⑂ 438
Python
ranahanocka
ranahanocka
MeshCNN

Convolutional Neural Network for 3D meshes in PyTorch

Score
91
★ 1.7k ⑂ 343
Python
aiff22
aiff22
DPED

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Score
94
★ 1.7k ⑂ 366
Python
adobe
adobe
antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

Score
88
★ 1.7k ⑂ 201
Python
hfawaz
hfawaz
dl-4-tsc

Deep Learning for Time Series Classification

Score
92
★ 1.7k ⑂ 595
Python
ramprs
ramprs
grad-cam

[ICCV 2017] Torch code for Grad-CAM

Score
89
★ 1.7k ⑂ 236
Lua
kakaobrain
kakaobrain
fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

Score
87
★ 1.6k ⑂ 197
Python
google-research
google-research
big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Score
86
★ 1.5k ⑂ 175
Python
vlawhern
vlawhern
arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

Score
90
★ 1.5k ⑂ 333 +2/day
Python
facebookresearch
facebookresearch
fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Score
90
★ 1.5k ⑂ 423
Python
yu4u
yu4u
age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

Score
92
★ 1.5k ⑂ 502
Jupyter Notebook
Eric-mingjie
Eric-mingjie
rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Score
88
★ 1.5k ⑂ 290
Python
nivu
nivu
ai_all_resources

A curated list of Best Artificial Intelligence Resources

Score
100
★ 1.5k ⑂ 313
Jupyter Notebook
HuwCampbell
HuwCampbell
grenade

Deep Learning in Haskell

Score
85
★ 1.4k ⑂ 80
Haskell
yangyanli
yangyanli
PointCNN

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Score
99
★ 1.4k ⑂ 360
Python
NifTK
NifTK
NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Score
73
★ 1.4k ⑂ 401
Python
keyu-tian
keyu-tian
SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Score
84
★ 1.4k ⑂ 84
Python
mdeff
mdeff
cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Score
89
★ 1.4k ⑂ 387
Jupyter Notebook
yinguobing
yinguobing
head-pose-estimation

Realtime human head pose estimation with ONNXRuntime and OpenCV.

Score
87
★ 1.4k ⑂ 295
Python
Captain1986
Captain1986
CaptainBlackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

Score
85
★ 1.3k ⑂ 200
C++
mravanelli
mravanelli
SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

Score
86
★ 1.2k ⑂ 271
Python
otaha178
otaha178
Emotion-recognition

Real time emotion recognition

Score
87
★ 1.2k ⑂ 374 +1/day
Python
Tencent
Tencent
FeatherCNN

FeatherCNN is a high performance inference engine for convolutional neural networks.

Score
60
★ 1.2k ⑂ 275
C++
hendrycks
hendrycks
robustness

Corruption and Perturbation Robustness (ICLR 2019)

Score
83
★ 1.2k ⑂ 150 +2/day
Python
offchan42
offchan42
machine-learning-curriculum

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Score
85
★ 1.1k ⑂ 253 +2/day
AILab-CVC
AILab-CVC
UniRepLKNet

[CVPR 2024 & TPAMI 2025] UniRepLKNet

Score
80
★ 1.1k ⑂ 63
Python
ayoolaolafenwa
ayoolaolafenwa
PixelLib

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Score
84
★ 1.1k ⑂ 267
Python
Related Topics
#deep-learning#machine-learning#pytorch#tensorflow#computer-vision#neural-network#deep-neural-networks#python#artificial-intelligence#recurrent-neural-networks#gan#keras

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