🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).

• Updated May 15, 2025
• Jupyter Notebook

3クラス(肌、服、髪)のセマンティックセグメンテーションを実施するモデル(A model that performs semantic segmentation of 3 classes(skin, clothes, hair))

• Updated Sep 27, 2024
• Jupyter Notebook

Semantic Segmentation on Cityscapes using Segmentation Models Pytorch

• Updated Jan 27, 2023
• Python

Segmentation of cancerous tumors using Mamba. Code, resources, and paper provided. We manage to make a small (42k param) model that can segment pretty well.

• Updated May 16, 2024
• Jupyter Notebook

A full deep learning pipeline for satellite image semantic segmentation (originally designed for detection of built structures) using Segmentation Models PyTorch.

• Updated Mar 21, 2023
• Python

Segmenting the functional tissue units of colon histopathology images.

• Updated Mar 31, 2022
• Jupyter Notebook

This repository contains code and results for a semantic segmentation competition using a small autonomous driving dataset. The project explores various data augmentation, network architectures, and training strategies to improve segmentation accuracy and efficiency.

• Updated Jun 25, 2025
• Jupyter Notebook

Bone Age Maturity estimation using a Lateral Cephalogram X-ray image and deep neural networks (UNet)

• Updated Jan 13, 2024
• Jupyter Notebook

A General Tracking Framework for ML-based Time-Symmetric Tracking.

• Updated Apr 15, 2025
• Python

This repository contains the code to train a custom DGCNN segmentation model on 3D point cloud data and carry out post-processing to filter these point clouds from the k-regular graphs produced by the model.

• Updated Dec 5, 2024
• Python

This project offers an easy, flexible, modular PyTorch implementation for semantic segmentation to minimize configuration, automate training and deployment, and enable customization of models, encoders, losses and datasets through its modular design.

• Updated Sep 4, 2023
• Python

Deep Hierarchical Semantic Segmentation — Pixel-Wise Classification with Multi-Level Labels

• Updated Jun 27, 2025
• Python

Development for my M.Tech Thesis: Deep Learning Techniques for Road Segmentation in Indian Context

• Updated Jul 15, 2024
• Jupyter Notebook

The application is designed for editing a car: changing the color of the body, lights, windows and wheels

• Updated Dec 24, 2024
• Jupyter Notebook

collection of methods to cope with the semantic segmentation DL tasks

• Updated Jul 28, 2024
• Jupyter Notebook

We are Team RJAC and this repo is for the prototype phase for Edge AI Innovation Challenge 2024 hosted by DigiToad Technologies in collaboration with STMicroelectronics.

• Updated Oct 16, 2024
• Python