cnn-pytorch

There are 4 repositories under cnn-pytorch topic.

dvgodoy / PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch
Language:Jupyter Notebook 842
omerbsezer / Fast-Pytorch
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
pytorch-tutorial pytorch pytorch-implementation python machine-learning colaboratory colab-notebook computer-vision colab-tutorial deep-learning cnn mlp rnn-pytorch rnn cnn-pytorch transfer-learning
Language:Jupyter Notebook 427
explainable-cnn
ashutosh1919 / explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
explainable-ai explainable-ml cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection visualization cnn-visualization cnn-visualization-technique guided-backpropagation guided-grad-cam pytorch pytorch-implementation
Language:Python 217
hellloxiaotian / LESRCNN
Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)
cnn cnn-pytorch deep-learning enhancement-and-compression image-processing image-super-resolution information-refinement lightweight-enhanced-network low-level-vision python27
Language:Python 217
hellloxiaotian / ADNet
Attention-guided CNN for image denoising(Neural Networks,2020)
image-denoising cnn attention-mechanism sparse blind-denoising real-noise deep-learning deep-neural-networks deep-reinforcement-learning pytorch cnn-pytorch python2
Language:Python 116
hellloxiaotian / CFSRCNN
Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)
super-resolution deep-learning low-level-vision cnn deep-neural-networks deep-networks pytorch cnn-pytorch image-processing pytorch-cnn python2 python27 cascaded-refinement-networks low-resolution high-resolution
Language:Python 108
Coderx7 / SimpleNet
This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )
cnn-model cnn-pytorch deep-learning fast-net imagenet pytorch simplenet convolutional-neural-networks image-classification
Language:Python 90
MobileNetV3-pytorch
Randl / MobileNetV3-pytorch
Implementation of MobileNetV3 in pytorch
cnn cnn-pytorch image-classification mobilenetv3 pytorch
Language:Python 89
hellloxiaotian / ACNet
Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)
super-resolution deep-learning cnn cnn-pytorch low-level-vision image-processing deep-neural-networks deep-network pytorch pytorch-cnn python2 python27 blind-super-resolution
Language:Python 79
hellloxiaotian / ECNDNet
Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)
image-denoise cnn-pytorch deep-learning dilated-convolution residual-learning cnn deep-neural-networks low-level-vision
Language:Python 56
hellloxiaotian / DudeNet
Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)
image-denoising deep-learning real-noise blind-denoising cnn cnn-pytorch python2 image-preprocessing low-level-vision
Language:Python 47
phamdinhkhanh / general_backbone
data-augmentation image-classification backbone cnn-pytorch resnet
Language:Python 41
edepth
ehsanasgharzde / edepth
edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.
cnn-architecture cnn-model cnn-pytorch computer-vision depth-estimation depth-map depth-prediction machine-learning pytorch torch torchvision edepth open-source trianable
Language:Python 35
Insiyaa / Music-Genre-Classification
Genre Classification using Convolutional Neural Networks
accuracy cnn-classification cnn-for-visual-recognition cnn-model cnn-pytorch dataset deep-learning fastai genre-classification genre-identification gtzan-dataset music music-classification music-genre-classification music-information-retrieval neural-network pytorch spectograms tone transfer-learning
Language:Jupyter Notebook 31
hernanrazo / human-voice-detection
Binary classification problem that aims to classify human voices from audio recordings. Implemented using PyTorch and Librosa.
pytorch voice-detection speech-processing deep-learning audio-classification librosa cnn-pytorch
Language:Python 27
cuijiancorbin / A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG
In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (CAM) method for visualization. Results show that the model not only has a high accuracy but also learns biologically explainable features, e.g., Alpha spindles and Theta burst, as evidence for the drowsy state.
eeg cnn-pytorch visualization
Language:Python 24
harryjdavies / Python1D_CNNs
1D convolutional neural networks for activity recognition in python.
1d-convolution activity-recognition ai classification cnn-keras cnn-pytorch keras machine-learning pytorch
Language:Python 24
ddman1101 / EDM-subgenre-classifier
Code for "Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features" arXiv:2110.08862, 2021.
pytorch edm genres-classification beatport cnn-pytorch python tempogram mel-spectrogram music-information-retrieval deep-learning
Language:Python 16
swiss-territorial-data-lab / object-detector
A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.
task-idet stdl deep-learning deep-neural-networks detectron2 cnn cnn-pytorch object-detection raster
Language:Python 16
lee-shun / forest_fire_detection_system
online early forest fire detection system based on drone platform.
drone forest-fire ros cnn-pytorch
Language:Jupyter Notebook 15
jesus-333 / Dynamic-PyTorch-Net
Class to automatic create Convolutional Neural Network in PyTorch
cnn cnn-model cnn-pytorch eeg eeg-cnn eeg-net eegcnn eegnet neural-network neural-network-pytorch neural-networks neural-networks-pytorch pytorch pytorch-cnn pytorch-implementation
Language:Python 13
akueisara / deep-learning-projects
Deep Learning Projects using Python & Pytorch
deep-learning nanodegree udacity pytorch python deep-learning-nanodegree cnn-pytorch rnn-pytorch gan-pytorch
Language:Jupyter Notebook 12
hellloxiaotian / CDNet
image-denoising blind-denoising cnn cnn-pytorch
11
ElliotY-ML / Hippocampus_Segmentation_MRI
Udacity AI for Healthcare Nanodegree Project: Measurement of Hippocampus Structure in MRI 3-D Images using Deep Learning Image Segmentation
cnn-pytorch unet-pytorch segmentation dicom nifti mri-segmentation
Language:Jupyter Notebook 10
igsb / GestaltMatcher
Facial analysis framework for genetic disorders with facial dysmorphism
next-generation-phenotyping facial-recognition cnn-pytorch genetics
Language:Python 10
windpowerforecastDTU
Marcoscos / windpowerforecastDTU
Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.
deeplearning wind-power-forecasting cnn-pytorch lstm
Language:Jupyter Notebook 10
brlivsky / helmet-detection-yolo
We present the Automatic Helmet Detection System, a CNN model trained on image dataset that can detect motorbikes as well as riders wearing helmets.
cnn-pytorch cnn cnn-for-visual-recognition object-detection pytroch yolov3 yolo deep-learning helmet-detection helmet vehicle-detection
Language:Python 9
lipeeeee / luna-chess
Deep Reinforcement Learning Chess Engine in Pytorch
artificial-neural-networks chess-engine cnn-pytorch convolutional-neural-networks deep-learning deep-neural-networks neural-networks pytorch deep-reinforcement-learning mcts monte-carlo-tree-search reinforcement-learning
Language:Python 9
pminhtam / MIRnet_SIDD
Pytorch implement "Learning Enriched Features for Real Image Restoration and Enhancement"
denoising image-denoising deep-learning cnn-pytorch
Language:Python 9
volkansonmez / Exploratory_Data_Analysis_and_ML_Projects
Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.
cnn-pytorch data-analysis data-visualization decision-trees exploratory-data-analysis kaggle-dataset keras-tf knn-classification librosa lstm-neural-networks pandas pytorch seaborn self-supervised-learning stock-price-prediction timeseries transformer unsupervised-learning variational-autoencoder xg
Language:Jupyter Notebook 8
TommyWongww / Sentiment-Text-Classification-Pytorch
sentiment-analysis,document-classification,svm,logistic-regression,rcnn-text-classification, cnn-text-classification, lstm-text-classification, naive-bayes-classifier, sklearn-classify, pytorch
sentiment-classification pytorch text-classification cnn-pytorch rcnn self-attention lstm-attention chinese-text-classification sentiment-analysis svm-classifier naive-bayes-classifier knn-classifier deep-learning
Language:Python 7
tushar-tj / Convolutional-Neural-Networks-for-Sentence-Classification
Implementation of Convolutional Neural Networks for Sentence Classification by Yoon Kim
sentence-classification cnn-pytorch yoon-kim paper-implementations nlp
Language:Jupyter Notebook 7
georgeretsi / defHTR
Deformation-invariant line-level Handwritten Text Recognition (HTR) using a convolutional-only architecture.
handwritten-text-recognition htr deformable-convolutional-networks pytorch cnn-pytorch deformation-invariant iam-dataset
Language:Python 6
Soumya-Chakraborty / Unsupervised-video-summarization-with-deep-GAN-reinforcement-learning
Unsupervised video summarization with deep(GAN) reinforcement learning
bidirectional-rnn cnn-pytorch deep-learning generative-adversarial-network lstm-neural-networks reinforcement-learning
Language:Python 6
yousefkotp / Speech-Emotion-Recognition
Exploration of different audio features and CNN-based architectures for building an effective Speech Emotion Recognition (SER) system. The goal is to improve the accuracy of detecting emotions embedded in speech signals. The repository contains code, notebook, and detailed explanations of the experiments conducted.
speech speech-emotion speech-emotion-classification speech-emotion-detection speech-emotion-recognition cnn-architecture cnn-for-audio-recognition cnn-pytorch ser speech-analysis speech-processing cnn-for-speech speech-emotion-using-cnn
Language:Jupyter Notebook 6
paulinamoskwa / Pediatric-Pneumonia-Chest-X-Ray
Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁
artificial-neural-networks classification cnn cnn-classification cnn-pytorch deep-learning image-classification imbalanced-data imbalanced-learning medical-application medical-image-processing medical-images medical-imaging neural-networks pneumonia-classification python pytorch torch torchvision vision
Language:HTML 5

cnn-pytorch

dvgodoy / PyTorchStepByStep

omerbsezer / Fast-Pytorch

ashutosh1919 / explainable-cnn

hellloxiaotian / LESRCNN

hellloxiaotian / ADNet

hellloxiaotian / CFSRCNN

Coderx7 / SimpleNet

Randl / MobileNetV3-pytorch

hellloxiaotian / ACNet

hellloxiaotian / ECNDNet

hellloxiaotian / DudeNet

phamdinhkhanh / general_backbone

ehsanasgharzde / edepth

Insiyaa / Music-Genre-Classification

hernanrazo / human-voice-detection

cuijiancorbin / A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG

harryjdavies / Python1D_CNNs

ddman1101 / EDM-subgenre-classifier

swiss-territorial-data-lab / object-detector

lee-shun / forest_fire_detection_system

jesus-333 / Dynamic-PyTorch-Net

akueisara / deep-learning-projects

hellloxiaotian / CDNet

ElliotY-ML / Hippocampus_Segmentation_MRI

igsb / GestaltMatcher

Marcoscos / windpowerforecastDTU

brlivsky / helmet-detection-yolo

lipeeeee / luna-chess

pminhtam / MIRnet_SIDD

volkansonmez / Exploratory_Data_Analysis_and_ML_Projects

TommyWongww / Sentiment-Text-Classification-Pytorch

tushar-tj / Convolutional-Neural-Networks-for-Sentence-Classification

georgeretsi / defHTR

Soumya-Chakraborty / Unsupervised-video-summarization-with-deep-GAN-reinforcement-learning

yousefkotp / Speech-Emotion-Recognition

paulinamoskwa / Pediatric-Pneumonia-Chest-X-Ray