pypi ultralytics 8.3.14
v8.3.14 - `ultralytics 8.3.14` update TensorRT `dynamic` inference (#16953)

latest release: 8.3.15
19 hours ago

🌟 Summary

The release of v8.3.14 brings significant improvements to dynamic inference handling in the TensorRT engine and several documentation updates.

📊 Key Changes

  • TensorRT Inference Update: Improved condition handling for image shape management in TensorRT's autobackend module.
  • Documentation Corrections: Fixed links, naming errors, and clarified documentation for various user guides and integration instructions.
  • Code Refactor: Optimized the codebase for better performance and readability.

🎯 Purpose & Impact

  • Enhanced Performance: The TensorRT update optimizes image shape checking, which boosts performance and reduces errors during dynamic input handling.
  • Improved User Guidance: Documentation enhancements provide clearer and more accurate guidance, helping both new and experienced users to navigate and utilize Ultralytics features effectively.
  • Streamlined Codebase: Refactoring leads to quicker code execution and simplifies maintenance, benefiting developers working with the project.

These updates collectively aim to enhance the efficiency and user experience of the Ultralytics platform. 🌟🚀

What's Changed

New Contributors

Full Changelog: v8.3.13...v8.3.14

Don't miss a new ultralytics release

NewReleases is sending notifications on new releases.