camvid-dataset 开源项目推荐（30 个）

XuJiacong /PIDNet

这是我们近期工作的官方仓库：PIDNet

AngeLouCN /CFPNet

A pytorch-based real-time segmentation model for autonomous driving

advaitsave /Multiclass-Semantic-Segmentation-CamVid

Tensorflow 2 在剑桥驱动的标记视频数据库（CamVid）数据集上，使用 UNet、SegNet 和 FCN32 架构实现完整的多类图像语义分割流水线。

baudcode /tf-semantic-segmentation

Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc

Koldim2001 /Unet-pytorch-training

Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике

yashk2810 /Semantic-Image-Segmentation

在Camvid数据集上应用100层提拉米苏

maomao0819 /BEVANet

Official Repository for BEVANet: Bilateral Efficient Visual Attention Network for Real-time Semantic Segmentation (ICIP 2025 Spotlight Oral)

UsamaI000 /CamVid-Segmentation-Pytorch

This is the DL repository for Semantic Segmentation using U-Net model in pytorch library.

sovit-123 /CamVid-Image-Segmentation-using-FCN-ResNet50-with-PyTorch

Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.

soumik12345 /Enet

Pytorch Implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation (https://arxiv.org/abs/1606.02147)

mohamedac29 /Real-time-Semantic-Segmentation-Survey

A survey of Real time Semantic Segmentation for autonomous driving

sakethbachu /UNET-Semantic_Segmentation

Semantic segmentation on CamVid dataset using the U-Net.

mohamedac29 /P2AT

This repository contains the official implementation of P2AT, a novel architecture designed for real-time semantic segmentation. P2AT achieves trade-off between accuracy and speed, establishing state-of-the-art results on Cityscapes and CamVid (pretrained on Cityscapes) without relying on inference acceleration techniques.

stonewst /CamVid-for-Segmentation

CamVid Dataset for Segmentation

deepak0004 /Domain-Adaptation-for-Image-Segmentation

Adapted representation of synthetic data to real world data.

a-milosavljevic /camvid-segmentation

This project was developed as a part of the presentation that I gave on the Programming 2.0 webinar: Autonomous driving.

adri-romsor /iterative_inference_segm

Image Segmentation by Iterative Inference from Conditional Score Estimation

adityarc19 /Semantic-Image-Segmentation-on-CamVid-dataset

This is a project on semantic image segmentation using CamVid dataset, implemented through the FastAI framework.

AliGhorbani1380 /Image-Segmentation-with-Fast-SCNN

These projects were developed as part of advanced coursework in Neural Networks and Deep Learning, focusing on cutting-edge architectures and their practical implementation for computer vision tasks.

Dhruvdesai793 /UNet-CamVid-Segmentation

Semantic segmentation from scratch using U-Net, PyTorch, and the CamVid dataset.