TODO.md

TODO

Deployment:

• Have testing build pre-compiled
• Dev website
• Github actions
• Live website

Features

• Bounding Boxes
• Segmentation
• Change global_id manually
• Change behavior manually
• Change posture manually
• Ability to scale with screen/computer resolution
• Display annotations on the side
• Key Point
• Persisting annotations through frames

Extra Features

• Have the frame follow the animal's movement through the frames
• Automatically guesstimate boxes for pigs based on background subtraction

Data Management

• Export data as CSV or JSON
• Global ID
• Import previous annotation data to continue annotations
• Combine annotation_data with frame_data instead of 2 Separate files
• Load video in chunks for larger file sizes to prevent high RAM usage
• Import JSON data from Matlab tool
• Separate file for behavior + posture + column list
• Store time (seconds) along with frame data
• CSV export accuracy
• Standardize the output for bounding boxes - ignore screen resolution

AI Assisted Annotations

• Tensorflow integration
• Bounding box generation using COCO
• Segmentation generation
• Ability for custom models to be added

SOP + Code documentation

• Document all functions
• Auto generate documentation
• Adding new columns SOP
• Adding new column values SOP
• Adding new annotation types SOP

Testing

• selection_screen.js test
• main_upload.js test
• bounding_box.js test
• key_point.js test
• segmentation_edit.js test
• segmentation.js
• Tensorflow basic testing (testing model works and generates data)
• Upload testing
• Export testing
• Export accuracy testing

Future Feature Requests

• Docker Solution
• Backend python integration