secv-guis 0.2.3

Qt GUIs for Systems Engineering and Computer Vision

Install/Update:

Developers:

The project is split in 2 main parts: the modules at the top level contain reusable parts (library-space). Each directory contains then an application (app-space). To create a new app, make a new folder with your desired app-specific contents, and include it into __main__. If you develop reusable contents, consider adding them to the top-level modules to be used in further apps. Conversely, avoid API-breaking changes into the reusable components, unless you make sure that all the apps are conveniently updated.

Rationale:

After conversations with DBA, improvements in TPE, and struggling attempts to annotate cracks with pixel-precision, we considered the idea of a tool specific for crack annotation, that would take the (fused?) TPE output as pre-annotation and allow chunkwise filtering on top, as well as free painting.

We decided to revamp the AerobiTool GUI after an exhaustive search of available OSS labeling tools whose functionality would have a big intersection with our requirements, and be easily extendible via Python. No existing tool allowed that in a reasonable way, most of them lacking pixel-precise segmentation, a.k. "free painting". A list can be found here:

• labelImg - LabelImg is a graphical image annotation tool and label object bounding boxes in images
• CVAT - Powerful and efficient Computer Vision Annotion Tool
• labelme - Image Polygonal Annotation with Python
• VoTT - An open source annotation and labeling tool for image and video assets
• imglab - A web based tool to label images for objects that can be used to train dlib or other object detectors
• Yolo_mark - GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
• PixelAnnotationTool - Software that allows you to manually and quickly annotate images in directories
• OpenLabeling - Label images and video for Computer Vision applications
• imagetagger - An open source online platform for collaborative image labeling
• Alturos.ImageAnnotation - A collaborative tool for labeling image data
• deeplabel - A cross-platform image annotation tool for machine learning
• MedTagger - A collaborative framework for annotating medical datasets using crowdsourcing.
• Labelbox - Labelbox is the fastest way to annotate data to build and ship computer vision applications
• turktool - A modern React app for scalable bounding box annotation of images
• Pixie - Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling
• OpenLabeler - OpenLabeler is an open source desktop application for annotating objects for AI appplications
• Anno-Mage - A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model
• CATMAID - Collaborative Annotation Toolkit for Massive Amounts of Image Data
• make-sense - makesense.ai is a free to use online tool for labelling photos
• LOST - Design your own smart Image Annotation process in a web-based environment