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cheap_segmentation_benchmark's Introduction

Cheap Segmentors Benchmark

A new benchmark for image segmentation comprising 1. Out-of-domain evaluations, 2. Practical cases, 3. Small datasets

Each one of the datasets in the benchmark could easily be your next industrial project. How good is your methodology?

Advantages

  • Extremely easy downloads (a one-liner!) ๐Ÿš€
  • Comprehensive evaluation (20+ datasets!) ๐Ÿ”ฌ
  • Manageable size (datasets <5GB!) ๐Ÿ’พ
  • Train / test splits included ๐Ÿค–
  • PyTorch dataset class implemented ๐Ÿ”ฅ

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