jermwatt / morphi_lab

Morphi Lab

Morphi Lab is a project that explores the integration of image segmentation, depth estimation, and image generation techniques to enhance the generation of 2.5D images.

Project Structure

The Morphi Lab repository has the following structure:

morphi_lab/: Contains models and classes for performing segmentation, depth estimation, and image generation.

• models/: Contains various detection and segmentation models.
• segmenter.py: Main segmentation class module.
• depther.py: Main depth estimation class module.
• test_runs/: Contains wrapper code for testing Morphi Lab functionality on images, saved videos, and live videos.

Installation

This project utilizes Python poetry for its installation process, following standard protocols.

To run detection and segmentation an appropriate yolo8 model (e.g,. yolov8n-seg) must be installed in the morphi_labs/models directory.

Functionality

Record video from laptop for testing

python test_runs/test_av/record_live_video.py --output_path=${PWD}/test_data/test_input/test_video_segmented.avi

Live cup segmentation

python test_runs/test_segmenter/live_video.py