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

UpdatedApr 30, 2023
Python

Randl /MobileNetV3-pytorch

Star89

Implementation of MobileNetV3 in pytorch

cnn pytorch image-classification cnn-pytorch mobilenetv3

UpdatedJun 21, 2019
Python

hellloxiaotian /ACNet

Star80

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

UpdatedJan 20, 2023
Python

hellloxiaotian /ECNDNet

Star57

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

UpdatedJan 20, 2023
Python

hellloxiaotian /DudeNet

Star47

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

UpdatedJun 29, 2022
Python

phamdinhkhanh /general_backbone

Star41

backbone image-classification resnet data-augmentation cnn-pytorch

UpdatedOct 23, 2021
Python

ehsanasgharzde /edepth

Star39

edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.

open-source machine-learning computer-vision torch pytorch cnn-model depth-estimation depth-map cnn-architecture depth-prediction cnn-pytorch torchvision edepth trianable

UpdatedAug 16, 2024
Python

hernanrazo /human-voice-detection

Star35

Binary classification problem that aims to classify human voices from audio recordings. Implemented using PyTorch and Librosa.

deep-learning pytorch audio-classification librosa speech-processing voice-detection cnn-pytorch

UpdatedAug 30, 2021
Python

Insiyaa /Music-Genre-Classification

Star31

Genre Classification using Convolutional Neural Networks

music deep-learning neural-network pytorch dataset music-information-retrieval accuracy transfer-learning tone music-genre-classification fastai cnn-model gtzan-dataset cnn-for-visual-recognition cnn-classification genre-classification music-classification cnn-pytorch genre-identification spectograms

UpdatedNov 16, 2018
Jupyter Notebook

harryjdavies /Python1D_CNNs

Star28

1D convolutional neural networks for activity recognition in python.

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

UpdatedApr 24, 2020
Python

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

Star27

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