Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-road-environment-segmentation
Awesome lists about segmentation in road environment 😁
https://github.com/DaveLogs/awesome-road-environment-segmentation
- *paper*
- *more...*
- *paper*
- *more...*
- **Cityscapes** - dataset.com/dataset-overview/#features) |
- **Mapillary (Vistas)**
- **A2D2** - electronics-venture.de/aev/web/en/driving-dataset/dataset.html) |
- **ApolloScape (Scene Parsing)**
- **DeepDrive** - data.berkeley.edu/) |
- **KITTI**
- (ref.)
- A Keras Pipeline for Image Segmentation
- A Beginner's guide to Deep Learning based Semantic Segmentation using Keras
- Example of semantic segmentation in Keras
- ***DeepLabv1***, 2015
- ***DeepLabv2***, 2017
- ***DeepLabv3***, 2017
- ***DeepLabv3+***, 2018
- ***HRNetV2***, 2019
- DeepLab V3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
- DeepLabv3: Semantic Image Segmentation
- DeepLabv3+ on your own dataset
- Xception: Deep Learning with Depthwise Separable Convolutions
- Semantic Segmentation (FCN, Fully Convolutional Network)
- Semantic Segmentation: Introduction to the Deep Learning Technique Behind Google Pixel’s Camera!
- Semantic Segmentation Datasets for Urban Driving Scenes
- Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving
- List of annotation tools for machine learning research
- Annotation tools for building datasets
- Machine learning datasets
- The Berkeley Artificial Intelligence Research Blog
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