sam-2

A cross platform version of Bio library & program. Bio is a library & program for annotating, & editing various microscopy imaging formats using Bioformats supported images. including whole slide, pyramidal & series.

Hybrid vision pipeline solving object fragmentation failures in Meta SAM 2. Uses Morphological Erosion & Connected Components Analysis to track topology changes (1→N splits) in real-time.

Open-vocabulary drone-view object detection, pixel segmentation, and temporal tracking — type a text prompt, get tracked masks across every video frame. YOLO-World + SAM-2, fine-tuned on VisDrone (+177% mAP)

This project uses XR interaction and modern segmentation models to generate real-time “stickers” and object descriptions from controller-defined regions on the Meta Quest 3.

Advanced Object Masking with SAM 2: Efficient Image Segmentation Using Points, Boxes, and Multi-Prompt Inference.

An API and Gradio driven AI pipeline to segment and track objects in videos

Cutout clothes from any image with Grounding DINO & SAM 2

Automated cell segmentation from microscopy scans via Meta's SAM 2 to C++ Chaste simulation meshes