MegaDetector GUI v0.0.2

This release fixes an issue (31) typically encountered when processing over 11,000 images.

No other changes.

MegaDetector GUI v0.0.2-test

Small update to fix #31

• Previously we were using execFile to spawn the child process; this imposes as buffer limit and is not designed for long running communication between the parent and child processes.
• The fix is to use spawn which doesn't impose a max buffer limit
• This should allow us to process for much longer times, in theory, unlimited time/buffer.

NOT PRODUCTION READY YET! Need to do a round of testing with some users first. Please wait for the v0.0.2 release. This release will be deleted soon.

MegaDetector v0.0.1

Changes:

• Saving Review (updating classifications/moving images) is now substantially faster
• Users can now selectively correct detections when an image has more than one detection
• Added a Settings panel in which users can:
  • toggle image animation on/off
  • toggle full image path on/off
  • set default confidence threshold
• Bbox colour now matches the in-app label (and increased the bbox thickness a little)
• When clicking away from an on-going review or detection, the user is warned before letting them proceed prevent accidental interruption of review/detection)
• Removed model selection dropdown (will put back in once we actually have models to choose from!)
• Added a logfile that logs errors and other info
• Now generating a CSV file as well as a JSON file
• Removed warning pop-up messages on every classification change
• Updated documentation

Fixes

• Fixed bug that caused the Review progress to prematurely reach 100%
• Fixed bug that was causing images to not get moved
• Fixed bug that caused the ETA timer to not update in real time
• Fixed bug that caused the iterruption toast to appear errneously

Known Bugs:

• When auto-sort is enabled, the progress bar tracks only detection and does not take into account the follow-up process that moves images
• UI doesn't properly reset if the user selects a JSON file that has been reviewed 100% and then tries to select a non-100% file
• CSV file will contain incorrect row if the user re-changes a previously changed classification from a resumed preview
• Stopping the Detection process causes the error toast to show even though there was no error
• Not all errors/exceptions are handled
• When auto-sort is enabled, the progress bar tracks only detection and does not take into account the follow-up process that moves images

MegaDetector GUI v0.0.1-alpha

Alpha Release (v0.0.1)

This is the first official release of the MegaDetector GUI application!

Features:

• automatic detection of animals in a set of photos
• review process that allows you to correct the results of the automatic detection
• zoom-and-pan feature on photos during review to help spot animals
• automatically move the images in labelled folders
• detailed documentation on how to use the application

Known Bugs:

• nothing prevents the user from interrupting the backend process (though warnings are shown when it occurs)
• when auto-sort is enabled, the progress bar tracks only detection and does not take into account the follow-up process that moves images
• backend errors or warnings are not shown to the user