GitHub topics: residual-networks

Repositories

kanavgoyal898/hideNet

By recursively splitting images into odd and even pixel subsets, hideNet creates a multi-resolution representation that can be effectively encoded and later reconstructed using learned generative models.

Language: Jupyter Notebook - Size: 2.58 MB - Last synced at: about 12 hours ago - Pushed at: about 13 hours ago - Stars: 0 - Forks: 0

amanchadha/iSeeBetter

Language: C++ - Size: 581 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 367 - Forks: 68

Kuanhao-Chao/OpenSpliceAI

🤖 Open‑source deep-learning-based splice‑site predictor that decodes splicing patterns across species

Language: Python - Size: 371 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 1

xmartlabs/Bender

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

Language: Swift - Size: 69.4 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 1,803 - Forks: 90

kartikey2807/CNNs-Residual-Dropout-1RT720

CNN implementation for digit classification. Variations include residual connections and dropout layers. Optimizers: Adam, RMSProp and SGD.

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Curt-Park/handwritten_digit_recognition

Handwritten digit recognition with MNIST & Keras

Language: Python - Size: 40.5 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 78 - Forks: 31

zmyzheng/Neural-Networks-and-Deep-Learning

Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theories (CNNs, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, hyperparameter tuning, regularization, optimization, Residual Networks). Deep Learning Specialization by Andrew Ng, deeplearning.ai

Language: Jupyter Notebook - Size: 662 MB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 40 - Forks: 13

xternalz/WideResNet-pytorch

Wide Residual Networks (WideResNets) in PyTorch

Language: Python - Size: 12.7 KB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 336 - Forks: 77

suvojit-0x55aa/A2S2K-ResNet

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Language: Python - Size: 5.26 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 199 - Forks: 35

dyhan0920/PyramidNet-PyTorch

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Language: Python - Size: 44.9 KB - Last synced at: 25 days ago - Pushed at: almost 5 years ago - Stars: 272 - Forks: 39

zxuuuustupid/PRN

Proposed a deep learning PRN method for Beijing PHM conference.

Language: Python - Size: 811 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

zubair-irshad/NeO-360

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

Language: Python - Size: 114 MB - Last synced at: 14 days ago - Pushed at: 9 months ago - Stars: 236 - Forks: 10

jhkim89/PyramidNet

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

Language: Lua - Size: 23.4 KB - Last synced at: 25 days ago - Pushed at: over 7 years ago - Stars: 131 - Forks: 39

titu1994/Keras-Classification-Models

Collection of Keras models used for classification

Language: Python - Size: 54.7 KB - Last synced at: 14 days ago - Pushed at: about 6 years ago - Stars: 317 - Forks: 100

aaaastark/Acoustic-Communication-Mimicking-Sea

Acoustic Communication Underwater Mimicking Sea Classification by Multiscale Deep Features Aggregation and Low Complexity, and Data Augmentation.

Size: 11.6 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

Kuanhao-Chao/splam

✂️ Deep learning-based splice site predictor that improves spliced alignments

Language: C++ - Size: 1.22 GB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 47 - Forks: 2

scut-aitcm/Competitive-Inner-Imaging-SENet

Source code of paper: (not available now)

Language: Python - Size: 3.71 MB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 92 - Forks: 11

philipperemy/very-deep-convnets-raw-waveforms

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

Language: Python - Size: 69.8 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 74 - Forks: 13

FandosA/Normal_Flow_Prediction_Pytorch

Deep learning model to predict the normal flow between two consecutive frames, being the normal flow the projection of the optical flow on the gradient directions.

Language: Python - Size: 236 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

arasgungore/car-brand-recognition

Final project assigned for the Introduction to Image Processing (EE 475) course in the Spring 2023 semester.

Language: Python - Size: 4.78 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

mitmul/chainer-cifar10

Various CNN models for CIFAR10 with Chainer

Language: Python - Size: 1.05 MB - Last synced at: 21 days ago - Pushed at: over 6 years ago - Stars: 142 - Forks: 34

fork123aniket/Human-Activity-Recognition

Implementation for Video Human Activity Recognition using OpenCV

Language: Python - Size: 14.8 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

priyavrat-misra/image-colorizer

A deep residual auto-encoding approach to colorize images.

Language: Jupyter Notebook - Size: 99.9 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

NennoMP/randresnet

Code for "Randomized Convolutional Residual Neural Networks" paper.

Language: Python - Size: 23.4 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

YasinShafiei/ResNet-From-Scratch

Implementing Residual Networks from scratch

Language: Python - Size: 65.4 KB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

titu1994/Residual-of-Residual-Networks

Residual Network of Residual Networks in Keras

Language: Python - Size: 9.03 MB - Last synced at: 12 days ago - Pushed at: almost 8 years ago - Stars: 23 - Forks: 18

titu1994/Wide-Residual-Networks

Wide Residual Networks in Keras

Language: Python - Size: 201 MB - Last synced at: 21 days ago - Pushed at: almost 7 years ago - Stars: 110 - Forks: 44

proutkarsh3104/Chess-AI-Utkarsh

This project implements a neural network-based chess AI using TensorFlow and Keras. The model uses convolutional layers and residual blocks to predict the best chess moves and evaluate board states. It combines policy and value predictions to create a robust chess-playing AI, inspired by AlphaZero's architecture.

Language: Python - Size: 25.4 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ritchieng/wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.

Language: Python - Size: 14.6 KB - Last synced at: 23 days ago - Pushed at: over 8 years ago - Stars: 44 - Forks: 19

JGuymont/humanware

Different convolutional neural network implementations for predicting the lenght of the house numbers in the SVHN image dataset. First part of the Humanware project in ift6759-avanced projects in ML.

Language: Python - Size: 233 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 0

smomtahe/Deep-Fusion-and-Residual-Attention-for-NIR-Imaging

This repository contains the implementation of an advanced deep learning model that integrates deep convolutional neural networks with fusion and residual attention mechanisms to enhance the accuracy of image reconstruction.

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

kidozh/keras_detect_tool_wear 📦

Tool wear prediction by residual CNN

Language: HTML - Size: 57.8 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 73 - Forks: 20

parham1998/CNNs-PyTorch

Implementation of some popular CNNs (VGG-Net, Res-Net, Mobile-Net) for image classification on CIFAR-10 dataset with PyTorch library

Language: Python - Size: 29.3 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3

aman-095/Offline-Handwriting-Text-Recognition-using-RNN

Using RNN, LSTM for Offline Handwriting Text Recognition. Analyzing an already given paper and mentioning its Extended Abstract, Critical Analysis and some suggested Innovations

Size: 1.46 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

rsarka34/RS-2-BP

RS-2-BP: A Unified Deep Learning Framework for Deriving EIT-Based Breathing Patterns from Respiratory Sounds (IEEE SPL-2024)

Language: Jupyter Notebook - Size: 287 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AndyVale/residual_benchmarks_vnncomp

This repository contains a collection of residual benchmarks from VNNCOMP 2022-2024. It is designed to offer a more organized version of the existing benchmarks, making it easier to test new software. We recommend cloning the 'benchmarks_vnncomp' repository, which includes this repository as a submodule.

Size: 325 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

shimazahabi/Rayan-AI-Course

RAYAN AI international competition training course : Homeworks and Projects

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mhmdsabry/BERT_with_Residual_vs_Highway

Comparing between residual stream and highway stream in transformers(BERT) .

Language: Python - Size: 451 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

zouguojian/Personal-Accepted-Research

Welcome to quote our published papers, and the codes have been uploaded.

Size: 165 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 15 - Forks: 3

LoneWaheed/Coursera-Deep-Learning-Specialization-Convolutional-neural-networks-week2-Residual-Networks-v2.ipynb

Language: Jupyter Notebook - Size: 75.2 KB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ksonod/1D_signal_upsampling_and_denoising

Up-sampling and denoising signals using a deep neural network model

Language: Python - Size: 611 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

soapisnotfat/neural-style

a Pytorch implementation of neural style mixer

Language: Python - Size: 6.08 MB - Last synced at: 11 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

Linsho/mnist-baseline-chainer

Basic baseline training script of MNIST

Language: Python - Size: 85.9 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

HasibAlMuzdadid/ResNet

Implementation of Residual Networks.

Language: Jupyter Notebook - Size: 8.77 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Navya0203/RESNET-ON-CIFAR-10

In this project, we proposed a straightforward strategy to engineer Residual networks with fewer than 5M parameters for CIFAR10 dataset

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

ffengc/MARNet-Parkinson-severity-diagnosis-explainable-model Fork of JackAILab/MARNet

The code repository for "Parkinson’s severity diagnosis explainable model based on 3D multi-head attention residual network"

Language: Python - Size: 3.81 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

sleebapaul/res_nets_tutorial

A tutorial on Residual Networks which was originally proposed by Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun from Microsoft Research Team.

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 17 - Forks: 5

roopharshit/Image-classification-using-Deep-ResNets-on-Cifar-10

Using a modified ResNet to enhance image classification on the Cigar-10 dataset

Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rakutentech/ByNet-SR

Pytorch Implementation of ICIP2017 Paper: “ByNet-SR: Image Super Resolution with a Bypass Connection Network”

Language: Python - Size: 84.7 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 4

RahulBhalley/cyclegan-qp

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

Language: Python - Size: 5.38 MB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 68 - Forks: 11

Rathore25/Denoising-By-ResNet

Use a ResNet to denoise the noisy images

Language: Jupyter Notebook - Size: 237 KB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

moseswmwong/Celebrity-Identification-Neural-Network

Identify a potential celebrity base on a person picture

Language: HTML - Size: 391 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

AtSourav/AE-w.-Bottleneck-Residual-Blocks

A CNN based autoencoder with Bottleneck Residual blocks on cifar10. May add perceptual loss and/or try out different loss functions later, will use L2 as the default.

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

VictorFranco/rust-residual-neural-network

Residual neural network in Rust for modeling binary numbers

Language: Rust - Size: 26.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

tranleanh/modified-resunet

Modified Residual U-Net (ResUnet) for Image Segmentation

Language: Python - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 38 - Forks: 11

mahidul5130/ChurnNet_Deep_Learning_Enhanced_Customer_Churn-Prediction_in_Telecommunication_Industry

ChurnNet: Deep Learning Enhanced Customer Churn Prediction in Telecommunication Industry

Language: Jupyter Notebook - Size: 403 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Lizhecheng02/Kaggle-Detect_Sleep_States

Predicting changes in sleep states based on sleep monitoring data. (Mainly PrecTime model)

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

fabio-deep/ReZero-ResNet

Unofficial pytorch implementation of ReZero in ResNet

Language: Python - Size: 577 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 23 - Forks: 3

demelin/transformer_lexical_shortcuts

Codebase accompanying the paper 'Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts', (Emelin, Denis, Ivan Titov, and Rico Sennrich, Fourth Conference on Machine Translation, Florence, 2019.)

Language: Python - Size: 7.22 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 2

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

Language: C - Size: 7.29 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 8

buddhiW/AdaptiveNet

A dynamically adaptable neural network-based replay spoofing attack detection system.

Language: Python - Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

LinggarM/Poultry-Meat-Freshness-Classification-with-Transfer-Learning-using-ResNet

The utilization of the ResNet architecture and Transfer Learning methods to classify Poultry Meat Freshness images into two categories, namely Fresh and Rotten.

Language: Jupyter Notebook - Size: 89 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

anicolson/DeepXi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Language: MATLAB - Size: 497 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 463 - Forks: 119

iduta/pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Language: Python - Size: 207 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 312 - Forks: 52

AGalassi/StructurePrediction18

Code for doing Argument Structure Prediction using Residual Networks and (almost) without symbolic features

Language: Python - Size: 362 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 7

zblasingame/ADD-GAN

Anomaly Detection Discriminative GAN (ADD-GAN)

Language: Python - Size: 26.4 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 9

jhkim89/PyramidNet-caffe

Caffe implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

Size: 132 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 26 - Forks: 12

coolnishant/Micro-Net-for-Retinal-Layer-Segmentation

Micro-net is a convolution neural network (CNN) based deep learning architecture for segmentation of objects in microscopy images. We are implementing the same architecture for the Retinal Layer Segmentation.

Language: Python - Size: 24.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 4

yanwu-ge/Res-GCNN

A Lightweight Residual Graph CNN for Pedestrians Trajectory Prediction

Size: 79.9 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

twtygqyy/resnet-cifar10

ResNet for Cifar10

Size: 178 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 17

nutszebra/chainer_image_recognition

links of my implementation

Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 15 - Forks: 2

DebeshJha/NanoNet

NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

Language: Python - Size: 2.91 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 7

BIGBALLON/cifar-10-cnn

Play deep learning with CIFAR datasets

Language: Python - Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 807 - Forks: 303

iduta/iresnet

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Language: Python - Size: 28.3 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 224 - Forks: 42

a-martyn/resnet

An implementation of the original "ResNet" paper in Pytorch

Language: Jupyter Notebook - Size: 53.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 10

DebeshJha/ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM)

Language: Python - Size: 293 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 134 - Forks: 33

BubbleJoe-BrownU/GourmAIt

A PyTorch implementation of Google Research's Noisy Student Training. Applied on training a series of ResNets on Food101 image classification dataset

Language: Python - Size: 159 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

SiHaoShen/Convolutional-Neural-Networks

CNN, ResNets and Computer Vision

Language: Jupyter Notebook - Size: 57.1 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

razorx89/caffe-wrn-generator

Caffe Wide-Residual-Network (WRN) Generator

Language: Python - Size: 4.74 MB - Last synced at: 4 months ago - Pushed at: about 8 years ago - Stars: 20 - Forks: 10

Domics10/Real-SR Fork of Tencent/Real-SR

Real-World Super-Resolution via Kernel Estimation and Noise Injection. Results and adaptation of the https://github.com/Tencent/Real-SR github on the HC18 dataset.

Language: Python - Size: 291 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mo26-web/Chest-X-Ray-Image_Segmentation_ResUNet

Lung segmentation for chest X-Ray images with ResUNet and UNet. In addition, feature extraction and tuberculosis cases diagnosis had developed.

Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 1

sameershinde14/Deep-Residual-Networks-using-Exponential-Linear-Unit

• Designed deep residual learning model with exponential linear unit for image classification with higher accuracy. • Decreased the error rate to 5.62% and 26.55% on CIFAR-10 and CIFAR-100 datasets respectively which outpaced the most competitive approaches previously published. • Published research paper for the same on 21th Sept 2016 at ACM conference.

Language: Lua - Size: 43 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0