README.md

metadata

license: unknown
tags:
  - microplastics
  - particle-classification
  - instance-segmentation
  - materials-science

mp-classification

Masks and shape labels for microplastic particles detected in camera images of a microfluidic chip. Used to train a YOLO11-seg detector and a shape-based PS/PP/PET classifier.

339 instances, 241 images. 257 instances are detection-training-eligible (detection_gt_included=True). 334 are labeled: pp 179 / ps 105 / pet 50.

Layout

gt_instances.csv
images/{source_image_id}.png                   (241 files)
masks/{source_image_id}/particleN_mask.npz      (339 files)

Related

Paired trained models: Inseop97/mp-segmentation-models.

License

TBD.