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cnn-pytorch

Here are 179 public repositories matching this topic...

dvgodoy / PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

python deep-learning pytorch pytorch-tutorial rnn-pytorch cnn-pytorch

Updated Aug 25, 2024
Jupyter Notebook

omerbsezer / Fast-Pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

python machine-learning computer-vision deep-learning cnn pytorch rnn mlp transfer-learning pytorch-tutorial rnn-pytorch colaboratory colab-notebook cnn-pytorch pytorch-implementation colab-tutorial

Updated May 7, 2019
Jupyter Notebook

hellloxiaotian / LESRCNN

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

deep-learning image-processing cnn python27 image-super-resolution low-level-vision cnn-pytorch lightweight-enhanced-network enhancement-and-compression information-refinement

Updated Oct 12, 2022
Python

explainable-cnn

ashutosh1919 / explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

visualization grad-cam cnn pytorch saliency-map saliency-detection cnn-classification guided-backpropagation guided-grad-cam cnn-visualization-technique explainable-ai explainable-ml cnn-visualization cnn-pytorch pytorch-implementation grad-cam-visualization

Updated Aug 29, 2023
Python

hellloxiaotian / ADNet

Attention-guided CNN for image denoising(Neural Networks,2020)

deep-neural-networks deep-learning deep-reinforcement-learning cnn pytorch sparse python2 attention-mechanism image-denoising cnn-pytorch real-noise blind-denoising

Updated Feb 12, 2023
Python

hellloxiaotian / CFSRCNN

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

deep-neural-networks deep-learning image-processing cnn pytorch high-resolution python2 python27 super-resolution deep-networks pytorch-cnn low-resolution low-level-vision cascaded-refinement-networks cnn-pytorch

Updated Jan 20, 2023
Python

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 )

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

Updated Apr 30, 2023
Python

MobileNetV3-pytorch

Randl / MobileNetV3-pytorch

Implementation of MobileNetV3 in pytorch

cnn pytorch image-classification cnn-pytorch mobilenetv3

Updated Jun 21, 2019
Python

hellloxiaotian / ACNet

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

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

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

backbone image-classification resnet data-augmentation cnn-pytorch

Updated Oct 23, 2021
Python

edepth

ehsanasgharzde / edepth

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

Updated Aug 16, 2024
Python

Insiyaa / Music-Genre-Classification

Genre Classification using Convolutional Neural Networks

Updated Nov 16, 2018
Jupyter Notebook

hernanrazo / human-voice-detection

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

Updated Aug 30, 2021
Python

harryjdavies / Python1D_CNNs

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

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.

visualization eeg cnn-pytorch

Updated Mar 9, 2022
Python

ddman1101 / EDM-subgenre-classifier

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

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.

deep-neural-networks deep-learning raster cnn object-detection cnn-pytorch detectron2 stdl task-idet

Updated Nov 5, 2024
Python

lee-shun / forest_fire_detection_system

online early forest fire detection system based on drone platform.

drone ros forest-fire cnn-pytorch

Updated Sep 9, 2023
Jupyter Notebook

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