Top 5 deeplabv3 Open-Source Projects

segmentation_models.pytorch

14 8,800 2.8 Python

Segmentation models with pretrained backbones. PyTorch.

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

mmsegmentation

7 7,380 8.6 Python

OpenMMLab Semantic Segmentation Toolbox and Benchmark.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
image-background-remove-tool

16 1,237 4.3 Python

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

Project mention: Show HN: Image background removal without annoying subscriptions | news.ycombinator.com | 2023-05-25

deepbacksub

5 729 0.0 C++

Virtual Video Device for Background Replacement with Deep Semantic Segmentation
SegmentationCpp

3 402 3.4 C++

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).