franchesoni / cheap_segmentation_benchmark

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

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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!) 🚀
  • Comprehensive evaluation (20+ datasets!) 🔬
  • Manageable size (datasets <5GB!) 💾
  • Train / test splits included 🤖
  • PyTorch dataset class implemented 🔥

About

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