cnn-pytorch

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

deep-learning pytorch imagenet image-classification convolutional-neural-networks cnn-model fast-net cnn-pytorch simplenet

Updated Feb 16, 2023
Python

hellloxiaotian / ACNet

Star

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

deep-neural-networks deep-learning image-processing cnn pytorch python2 deep-network python27 super-resolution pytorch-cnn low-level-vision cnn-pytorch blind-super-resolution

Updated Jan 20, 2023
Python

hellloxiaotian / ECNDNet

Star

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

deep-neural-networks deep-learning cnn residual-learning low-level-vision cnn-pytorch image-denoise dilated-convolution

Updated Jan 20, 2023
Python

hellloxiaotian / DudeNet

Star

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

deep-learning cnn python2 image-denoising image-preprocessing low-level-vision cnn-pytorch real-noise blind-denoising

Updated Jun 29, 2022
Python

phamdinhkhanh / general_backbone

Star

backbone image-classification resnet data-augmentation cnn-pytorch

Updated Oct 23, 2021
Python

Insiyaa / Music-Genre-Classification

Star

Genre Classification using Convolutional Neural Networks

Updated Nov 16, 2018
Jupyter Notebook

hellloxiaotian / CDNet

Star

cnn image-denoising cnn-pytorch blind-denoising

Updated Nov 9, 2020

harryjdavies / Python1D_CNNs

Star

1D convolutional neural networks for activity recognition in python.

machine-learning ai keras activity-recognition pytorch classification cnn-keras 1d-convolution cnn-pytorch

Updated Apr 24, 2020
Python

jesus-333 / Dynamic-PyTorch-Net

Star

Class to automatic create Convolutional Neural Network in PyTorch

neural-network cnn pytorch eeg neural-networks cnn-model pytorch-cnn eegnet cnn-pytorch pytorch-implementation neural-network-pytorch neural-networks-pytorch eeg-net eeg-cnn eegcnn

Updated Aug 14, 2021
Python

ddman1101 / EDM-subgenre-classifier

Star

Code for "Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features" arXiv:2110.08862, 2021.

python deep-learning pytorch music-information-retrieval edm mel-spectrogram genres-classification cnn-pytorch tempogram beatport

Updated Oct 29, 2021
Python

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

Star

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.

visualization eeg cnn-pytorch