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TensorRT YOLO v4.0 - Release Notes

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@laugh12321 laugh12321 released this 05 Jul 14:39
· 48 commits to main since this release

Breaking Changes

  • Add Dockerfile for building project Docker image (73060db)
  • Add support for YOLOv3 and Ultralytics model export (8f2af94)
  • Added Support for YOLOv10 (62071cb)
  • Refactor deploy library (8a4df33)
  • Use CUDA Graph to Accelerate Static Model Inference (3576c78)
  • Refactor: Add BaseDet base class, refactor DeployDet and DeployCGDet (416e77b)
  • Add streaming video support using VideoPipe (#17, #19)
  • feat: major update with pybind11 integration and new 4.0 tag (3244eea)

Bug Fixes

  • Fix incorrect time interval calculation (a3dee2a)
  • Fix: Include <cstring> to resolve "memcpy is not a member of std" error in Linux (1b763d9)
  • Update detection output variable names for clarity (fe67b01)
  • Add cstdint to resolve Linux compilation issue (f602dc4)
  • Fix: Graph input and output tensors must include dtype information. (2cacb7d)

Full Changelog: v3.0...v4.0