Image Annotation Tool with Automated labelme in Python (automated rectangle or polygonal annotation)

A tool for automatically creating YOLOv8-compatible datasets using Grounding DINO for zero-shot object detection and Segment Anything (SAM) for segmentation. It detects and segments objects based on text prompts, generates YOLO format annotations, and organizes the dataset into train, valid, and test splits with a data.yaml file for YOLOv8 training