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@TimKoornstra TimKoornstra released this 18 Apr 12:31
· 35 commits to master since this release
2.0.2
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Release Notes for Loghi-HTR Version 2.0.2

Date: 2024-04-18

Overview

Version 2.0.2 enhances Loghi-HTR with improved TensorFlow strategy automation, API error handling, memory management, and security updates.

Major Updates

  • Automated TensorFlow Distribution Strategy: Adjusts TensorFlow strategy based on the GPU count, optimizing for various hardware configurations.
  • Enhanced API Error Handling:
    • Issues a 400 response code for input validation errors, improving API reliability.
    • Handles zero-byte images to prevent processing errors.
  • Memory Management Overhaul: Addresses a memory leak in API by shifting to numpy objects for better garbage collection.

Additional Improvements

  • Gunicorn Security Update: Upgraded to the latest version as per security advisory CVE-2024-1135.
  • Bug Fix - assert_cardinality Warning: Resolved dataset processing warnings to ensure smoother operations.

Docker Image

The Docker image for version 2.0.2 can be obtained using:

docker pull loghi/docker.htr:2.0.2

Contributors

  • @TimKoornstra: Implemented all updates and fixes in this release.

Full Changelog: 2.0.1...2.0.2

Contributors

TimKoornstra
Assets 2