EcoAssist Versions Save

Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model

v3.0

1 year ago
  • New interface
  • Postprocessing features work with custom classes
  • Accommodates both new and old yolov5 models
  • Separate confidence thresholds per feature
  • New feature to sort data based on confidence

v2.2

1 year ago
  • All features work with relative path
  • New option to copy or move files when separated
  • Fixed bug regarding faulty checkpoint frequency and sample rate
  • Lowered the default threshold for images to 0.1 and videos to 0.2
  • Improved information text about threshold values and further processing in Timelapse
  • Added message box after processing if created .xml files

v2.1

1 year ago

Bug fixes and thoroughly tested.

Features:

  • Use either MDv5a or MDv5b to tag animals, persons and vehicles in both images and video's
  • Filter out empty images, people, vehicles or animals
  • Review and edit annotations using the open-source annotation software labelImg
  • Create input file for further processing in Timelapse
  • Export .xml label files in Pascal VOC format for further model training
  • Manipulate data by drawing boxes or cropping detections
  • Use custom models trained from MDv5 using transfer learning

v2.0

1 year ago
  • adopted to windows, linux and osx
  • suitable for gpu accelerated computers
  • using latest MDv5 model

v1.0

1 year ago
  • suitable for OSx computers
  • using MDv4 model