depthwise-convolutions 开源项目推荐（12 个）

amrzhd /EEGNet

该项目的重点是基于EEGNet架构和Pytorch库实现CNN模型，用于使用脑电数据对运动图像任务进行分类。

zhang943 /lpn-pytorch

该项目在 GitHub 上没有填写描述

Amir-Hofo /EEGNet

该代码利用PyTorch实现了EEG Net深度学习模型。EEG Net模型基于题为《EEGNet：用于基于脑电图的脑机接口的紧凑卷积神经网络》的研究论文。

Thehunk1206 /Zero-DCE

Implementation of Research Paper "Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation"

Amir-Hofo /AI_in_Biomedical_Data

This educational repository focuses on working with three types of medical data: tabular data, ECG and EEG signals. It provides implementations of machine learning and deep learning models for processing and analyzing these medical data, with practical projects based on recent research articles.

sobhan0nasiri /ResDigit_Net

Advanced Digit Recognition System using a Hybrid Modern-CNN (ResNet + ConvNeXt) & Ensemble Inference Engine. Features a robust OpenCV preprocessing pipeline and FastAPI backend.

mr7495 /image-classification-spatial

A novel architecture for enhancing image classification. Reference paper: https://arxiv.org/abs/2104.12294

AhmedERady /Grad_Project

Smart Automation Controller for Precision Agriculture

giulide /IRON

Depthwise Convolution on AMD XDNA2 NPU - bf16 3×3 depthwise conv2d built with IRON, from a scalar kernel to a vectorized 8-column / 32-core design.

andmon97 /GravepineDiseaseDetection

Gravepine disease detection with Deep Learning and Transfer Learning.

anshul1004 /MobileNet

Implementation and research paper of MobileNet

faraday /metal-causal-conv

Metal kernel for stateful causal depthwise convolution with optional SiLU on Apple Silicon, for use with PyTorch/MPS.