Release Notes#

Release 1.0.0#

Summary#

This is a General Availability release of the NVIDIA NIM for Object Detection. This release contains the following changes:

  • Updates the /v1/infer endpoint request and response JSON schemas. See the API Reference for more details.

Object Detection Model Supported#

  • nv-yolox-page-elements-v1

Release 0.2.1#

Summary#

This is an Early Access release of the NVIDIA NIM for Object Detection. This release contains the following fixes:

  • Fixes bug where NIM_HTTP_TRITON_PORT was not properly setting the port number.

  • Fixes the /v1/manifest API described in the API Reference returning an empty result instead of the manifest file.

  • Renames the previously supported model nv-yolox-structured-images-v1 to nv-yolox-page-elements-v1 to better describe the model.

Object Detection Model Supported#

  • nv-yolox-page-elements-v1

Release 0.2.0#

Summary#

This is the second Early Access release of the NVIDIA NIM for Object Detection. This release contains the following changes:

  • Added validation for the base64 decoding format and improved the error message for when the format is incorrect.

  • Improved startup performance of the NIM.

  • Added FP16 optimized TRT engines for A100, H100, A10G, L40S.

Object Detection Model Supported#

  • nv-yolox-structured-images-v1

Known Issues#

  • The /v1/manifest API described in the API Reference returns an empty result instead of the manifest file.

Release 0.1.0#

Summary#

This is the first Early Access release of the NVIDIA NIM for Object Detection.

Object Detection Model Supported#

  • nv-yolox-structured-images-v1

Known Issues#

  • If the input image_url does not match the expected format described in the API Reference, the runtime returns an error message, such as {"error": " not enough values to unpack (expected 2, got 1)"}, indicating what formatting error occurred.

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