PPM-100

Dataset Information
Introduced
2020
Homepage

Overview

PPM is a portrait matting benchmark with the following characteristics:

  • Fine Annotation - All images are labeled and checked carefully.
  • Natural Background - All images use the original background without replacement.
  • Rich Diversity - The images cover full/half body and various postures.
  • High Resolution - The resolution of images is between 1080p and 4k.

Dataset is created by authors of real-time matting model MODNet to measure performance for matting task.

Variants: PPM-100

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Image Matting MODNet+ (Our) MODNet: Real-Time Trimap-Free Portrait Matting … 2020-11-24

Research Papers

Recent papers with results on this dataset: