Release Version 0.1.5

• non-IS Cityscapes evaluation for Post-SEAL

Version 0.1.4

• Fix bugs for nms
• Compatible BSDS500 for blette

Version 0.1.3 Release

Improvements:

• Organize binary label evaluation codes
• Made it easier to create custom Evaluator

Version 0.1.2 Release

Fix:

• support for PIL deprecations
• improve evaluator

Version 0.1.1 Release

Improvements:

• evaluation scripts
• organized imports

WIP:

• base/custom Evaluators

Version 0.1.0 Release

Fixes:

• mask2onehot: input is now list of ids instead of num_classes; this enables more flexibility and robustness
• mask2edge: ignore labels are not indices

Version 0.0.5 Release

Features:

• Introduce Evaluator class for dataset specific evaluation
• Edge generation tools (Mask2Edge and mask2edge)
• Clearer evaluation parameters (Pre-SEAL, Post-SEAL and Raw and Thin)
• NMS inside evaluation
• Half and OTF evaluation for Cityscapes (along with GT edge generation script)
• Multiprocessing mask2edge

Fixes:

• ODS metrics were not interpolated. This was fixed and made sure that the logic is true to the original MATLAB evaluation script.

Refactor:

• Directory organization
• Remove partial functions

Version 0.0.4 Release

What's new?

• Full support for semantic boundary detection tasks
• Full supports for BSDS500, SBD, and Cityscapes
• Full support for evaluation protocols such as "raw", "thin" and instance-sensitive edges
• Tools for converting Cityscapes datasets
• Modules for generating PR-Curves
• Checks for valid results (compared results from MATLAB)

SBD evaluation codes and multiprocessing

Added:

• Faster evaluation using multiprocessing
• Evaluation code for SBD
• Benchmark codes (test) for BSDS500 and SBD

Development Version [0.0.3-dev0]

The main functionalities are there:

• pixel matching
• NMS
• supporting functions
• example scripts
• test codes

For the upcoming release, I need to add:

• Better BSDS evaluation script with multiprocessing (currently takes around 3 hours for evaluation)
• Support for semantic boundary datasets such as SBD