Popular GitHub Repositories for Deeplabv3plus

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

DeepLabv3+ built in TensorFlow

In this program, we are using image segmentation to remove the background from photos.

Image segmentation using deeplab

Implementation of state-of-the-art models to do segmentation over our own dataset.

This project extends support for DeepLabV3+ implementation on TensorFlow with multiple backbones, including: ResNet50/101/V2, DenseNet121/169, MobileNet/V2, and VGG16/19.

Solution for ProKI-Hackathon 24. Fine-tuning of DeepLabV3Plus with ResNet101 backbone and Simulated Annealing.

This project implements an oil spill detection system using the DeepLabV3+ model with a ResNet101 backbone for semantic segmentation of aerial imagery. The system includes data preprocessing, model training, evaluation metrics, and a Gradio interface for real-time predictions.