AIDE release for scientific paper

Pre-release of AIDE 2.0 with all functionalities from the paper (Kellenberger, B., Morris, D., Tuia, D.: AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning. Methods in Ecology and Evolution, in press).
Functionalities contained:

• Labeling interface (image labels, points, bounding boxes, segmentation masks)
• Built-in models (ResNet, RetinaNet, U-Net) with active learning support
• Workflow designer
• Data management
• User and model performance evaluation

Not yet built-in, resp. work in progress:

• Model marketplace
• Improvements to existing functionality
• New, unannounced capabilities