convolutional-layers

There are 5 repositories under convolutional-layers topic.

Maratyszcza / NNPACK
Acceleration package for neural networks on multi-core CPUs
convolutional-layers cpu fast-fourier-transform high-performance high-performance-computing inference matrix-multiplication multithreading neural-network neural-networks simd winograd-transform
Language:C 1659
MixHop-and-N-GCN
benedekrozemberczki / MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
convolutional convolutional-layers convolutional-neural-networks deep-learning deepwalk gcn graph-attention graph-attention-networks graph-convolution graph-representation-learning machine-learning mixhop multi-scale ngcn node2vec pytorch pytorch-cnn tensorflow walklet walklets
Language:Python 397
grishasergii / conviz
An example of visualization of weights and output of convolutional layers
tensorflow convolutional-layers visualization
Language:Python 101
lucaaslb / cnn-libras
Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)
artificial-intelligence cnn cnn-classification cnn-keras convolutional-layers convolutional-neural-networks deep-learning inteligencia-artificial keras-tensorflow leaky-relu libras tensorflow
Language:Python 79
rtflynn / Cifar-Autoencoder
A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.
python cifar10 autoencoder mnist neural-network convolutional-neural-networks hidden-layers convolutional-layers reconstructed-images strided-convolutions convolutional-autoencoders
Language:Python 59
vishalshar / Audio-Classification-using-CNN-MLP
Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.
audio audio-analysis audio-classification audio-processing classifier cnn convolutional-layers convolutional-neural-networks cricket dataset mlp multilayer-perceptron-network noise tflearn
Language:Python 59
detkov / Convolution-From-Scratch
Implementation of the generalized 2D convolution with dilation from scratch in Python and NumPy
convolution convolutional-layers convolutional-neural-networks numpy numpy-tutorial
Language:Python 41
frereit / TensorflowHandwritingRecognition
Using Tensorflow to classify the NIST Dataset 19 (Handwriting)
tensorflow handwriting-recognition handwriting-ocr handwritten-text-recognition python nist neural-network convolutional-neural-networks neural-networks convolutional-layers convolutional-neural-network convolutional-networks python-3 python-tensorflow
Language:Python 40
ildoonet / tf-lcnn
Tensorflow implementation for 'LCNN: Lookup-based Convolutional Neural Network'. Predict Faster using Models Trained Fast with Multi-GPUs
convolutional-neural-networks mnist-dataset tensorflow convolutional-layers deep-learning
Language:Python 38
navjindervirdee / neural-networks
Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.
neural-networks convolutional-neural-networks scratch python jupyter-notebook cnn handwritten-digit-recognition iris-dataset convolutional-layers derivatives forward-propagation backward-propagation numpy matplotlib lstm-neural-networks rnn backward-propagation-through-time lstm-cells lstm-networks deep-learning
Language:Jupyter Notebook 38
aarcosg / tsr-torch
Code for the paper entitled "Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods".
gtsrb gtsrb-dataset traffic-sign-classification traffic-sign-recognition torch7 deep-learning deep-neural-networks spatial-transformer-network convolutional-neural-networks convolutional-layers artificial-intelligence research-paper
Language:Lua 37
CyberZHG / keras-octave-conv
Octave convolution
convolutional-layers
Language:Python 35
ai-med / nn-common-modules
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
deep-learning pytorch dice-coefficient cross-entropy-loss densenet encoder-decoder segmentation medical-imaging computer-vision convolutional-neural-networks convolutional-layers
Language:Python 32
jyh2986 / Active-Shift
Caffe implementation for Active Shift Layer(ASL)
asl caffe convolutional-layers deeplearning
Language:C++ 31
VivianoRiccardo / 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
deeplearning neural-network c library backpropagation softmax convolutional-layers residual-networks residual-layers nesterov adam-algorithm adam-optimizer avarage opencl optimization-algorithms transformer dropout-layers deep-learning lstm
Language:C 31
jwr1995 / dc1d
A 1D implementation of a deformable convolutional layer in PyTorch with a few tricks.
convolutional-layers convolutional-neural-networks deep-learning pytorch
Language:Python 30
crodriguez1a / inver-synth
A Python implementation of the InverSynth method (Barkan, Tsiris, Koenigstein, Katz)
arxiv convolutional-layers deep-estimation deep-learning inver-synth python synthesizer
Language:Python 26
fengwang / subpixel_conv2d
Sub-Pixel Convolutional Layer with Tensorflow/Keras
keras super-resolution tensorflow subpixel-convolution subpixel convolutional-layers
Language:Python 23
jyh2986 / Active-Shift-TF
Tensorflow implementation for Active Shift Layer(ASL)
asl convolutional-layers deeplearning tensorflow
Language:C++ 23
sichkar-valentyn / Neural_Networks_for_Computer_Vision
Implementing Neural Networks for Computer Vision in autonomous vehicles and robotics for classification, pattern recognition, control. Using Python, numpy, tensorflow. From basics to complex project
convolutional-neural-networks convnet cnn-architecture cnn-classification cnn-from-scratch edge-detection convolutional-layers convolution-filter pooling-max-average relu-layer cnn-layers opencv opencv-python opencv3 opencv3-python cifar-10 cifar10-experiment cifar10-structure cifartraining cifar10
Language:Jupyter Notebook 23
brunoeducsantos / follow-me
Deep learning architecture to help a drone target and follow people
convolutional-layers keras-tensorflow neural-network robotics segmentation tensorflow
Language:Jupyter Notebook 19
evarae / CNN_Tutorial
Hi! Thanks for checking out my tutorial where I walk you through the process of coding a convolutional neural network in java from scratch. After building a network for a university assignment, I decided to create a tutorial to (hopefully) help others do the same and improve my own understanding of neural networks.
ai artificial-intelligence convolution convolutional-layers convolutional-neural-network convolutional-neural-networks image-classification image-recognition java machine-learning machine-learning-algorithms maxpooling mnist mnist-classification mnist-dataset neural-network neural-networks stochastic-gradient-descent tutorial
Language:Java 18
saaltone / SANNet
SANNet Neural Network Framework
machine-learning artificial-intelligence neural-networks deep-learning deep-neural-networks convolutional-neural-networks recurrent-neural-networks lstm lstm-neural-networks gru-neural-networks reinforcement-learning deep-reinforcement-learning convolutional-layers tic-tac-toe travelling-salesman-problem maze automatic-differentiation neural-network monte-carlo-tree-search
Language:Java 17
Simeonedef / Time-Series_Imaging_Forecasting
In this project we have explored the use of imaging time series to enhance forecasting results with Neural Networks. The approach has revealed itself to be extremely promising as, both in combination with an LSTM architecture and without, it has out-performed the pure LSTM architecture by a solid margin within our test datasets.
time-series-forecasting tensorflow2 conv-lstm holt-winter conv-mlp lstm-architecture series predictions convolutional-layers convolutional-lstm matplotlib deep-learning eth-zurich ethz
Language:Python 17
hiroyuki-kasai / SimpleDeepNetToolbox
Simple MATLAB toolbox for deep learning network: Version 1.0.3
deep-learning deep-neural-networks convolutional-neural-networks convolutional-layers softmax-layer relu-layer forward-backward matlab stochastic-gradient-descent adam adagrad optimization machine-learning stochastic-optimization sgd sgd-optimizer sgd-momentum variance-reduction machine-learning-algorithms big-data
Language:MATLAB 16
thegarrickchu / Springboard-Dog_Breed_Classifier
Capstone Project 2 for Data Science Career Track: Image Classification of Dog Breeds
capstone image-classification convolutional-neural-network convolutional-layers vgg16 dog-breeds python transfer-learning keras keras-tensorflow
Language:Jupyter Notebook 12
gabrieldim / Calculation-Cholesterol-Data-Science
Cholesterol is calculated from the given set of data.
convolutional-layers dense data-science layer
Language:Jupyter Notebook 11
ethanhe42 / ResNet-tensorflow
ResNet in tensorflow for CIFAR-100, CIFAR-10
residual-neural-network convolutional-layers cpu tensorflow kmeans pca deepnet
Language:Jupyter Notebook 10
Xujan24 / Object-Detection-using-CNN
A simple single object detection using Convolutional Neural Network, (CNN).
convolutional-neural-networks detection cnn convolutional-layers
Language:Python 10
blaisedelattre / lip4conv
Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration
convolutional-layers lipschitz-constant lipschitz-network lipschitz-regularization norm spectral pytorch
Language:Python 9
otoolej / ms_rocket
Multi-scale version of ROCKET: a random convolutional kernel machine learning method
convolutional-layers convolutional-networks eusipco2021 machine-learning random-convolutional-kernels random-kernels representation-learning
Language:Python 9
penny4860 / cnn-visualizer
Visualization of the filters of VGG16, via gradient ascent in input space.
tensorflow convolutional-layers visualization
Language:Python 9
ck090 / Google_Quick_Draw
A CNN implementation of Google's "Quick, Draw!"
google convolutional-layers rectifier-activation rnn-tensorflow
Language:Jupyter Notebook 7
JerryLingjieMei / WinogradConvolution
Winograd Convolution in Julia with CUDA kernels
winograd winograd-transform convolutional-layers convolutional-neural-networks gpu-computing cuda-kernels cuda julia
Language:Julia 7
khanmhmdi / Cifar-Image-Reconstruction-using-Autoencoder-Models
Cifar-10 Image Reconstruction using Auto-encoder Models
ai autoencoder cifar-10 cifar10 convolutional-autoencoder convolutional-layers convulational decoder deep-learning image image-processing image-reconstruction image-reconstructions python pytorch pytorch-implementation reconstructed-images
Language:Jupyter Notebook 7
kyegomez / SoundStream
Implementation of SoundtStream from the paper: "SoundStream: An End-to-End Neural Audio Codec"
ai artificial-intelligence codex convolution convolutional-layers convolutional-neural-networks machine-learning ml pytorch transformer audio-model audioai
Language:Python 7

convolutional-layers

Maratyszcza / NNPACK

benedekrozemberczki / MixHop-and-N-GCN

grishasergii / conviz

lucaaslb / cnn-libras

rtflynn / Cifar-Autoencoder

vishalshar / Audio-Classification-using-CNN-MLP

detkov / Convolution-From-Scratch

frereit / TensorflowHandwritingRecognition

ildoonet / tf-lcnn

navjindervirdee / neural-networks

aarcosg / tsr-torch

CyberZHG / keras-octave-conv

ai-med / nn-common-modules

jyh2986 / Active-Shift

VivianoRiccardo / Learning-Lab-C-Library

jwr1995 / dc1d

crodriguez1a / inver-synth

fengwang / subpixel_conv2d

jyh2986 / Active-Shift-TF

sichkar-valentyn / Neural_Networks_for_Computer_Vision

brunoeducsantos / follow-me

evarae / CNN_Tutorial

saaltone / SANNet

Simeonedef / Time-Series_Imaging_Forecasting

hiroyuki-kasai / SimpleDeepNetToolbox

thegarrickchu / Springboard-Dog_Breed_Classifier

gabrieldim / Calculation-Cholesterol-Data-Science

ethanhe42 / ResNet-tensorflow

Xujan24 / Object-Detection-using-CNN

blaisedelattre / lip4conv

otoolej / ms_rocket

penny4860 / cnn-visualizer

ck090 / Google_Quick_Draw

JerryLingjieMei / WinogradConvolution

khanmhmdi / Cifar-Image-Reconstruction-using-Autoencoder-Models

kyegomez / SoundStream