Reproducible SAM-2 fine-tuning on custom bookshelf images, with scripts for local/Colab training and per-object colored masks.

Hand instance segmentation using synthetic dataset

Official PyTorch implementation for "HyenaPixel: Global Image Context with Convolutions"

A deep learning project utilizing Mask R-CNN for building instance segmentation, openings detection, and building type classification.

Video labeler for Training and Testing Computer Vision Models Developed in Detectron2 & Pytorch

This project provides a complete pipeline to process polygon-style annotations, convert them into YOLO-compatible formats, and train a segmentation model using YOLOv8

Semi-active suspension system regulated by Fuzzy Logic, utilizing sensor input and object detection on Raspberry Pi 5

A tool to digitize / parse a video feed of a physical chessboard and do computation from it like real-time analysis or gameplay on lichess.

The Jakarnotator is an annotation tool to create your own database for instance segmentation problem.

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

Image and Video Object Segmentation (Mask R-CNN)

The official code implementation for SynTable - A Synthetic Data Generation Pipeline for Unseen Object Amodal Instance Segmentation of Cluttered Tabletop Scenes

[IEEE BigData 2024] Cross-City Building Instance Segmentation: From More Data to Diffusion-Augmentation

[GCPR 2023] UGainS: Uncertainty Guided Anomaly Instance Segmentation

PyTorch implementation of paper: Segmenting Objects by Locations

Data Collection utils for myovision Project

Instance segmentation of the cityscapes dataset.

🔬 Curated collection of U-Net architectures and instance segmentation methods. Papers, implementations and benchmarks.

Instance segmentation using Detectron 2