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v0.2.0

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@GFallasRR GFallasRR released this 08 Mar 16:00
· 591 commits to master since this release

Introduced features:

  • Stability improved
  • Inference on InceptionV4 improved
  • Metadata structure created to save the inference result.
  • Metadata is attached to model buffer and bypass buffer (if available).
  • Signal created to use the inference result at application level.
  • The inference result is not displayed by the inference element unless log level is set to 6.
  • Pads control improved, bypass pad is now optional.
  • GoogleNet renamed to InceptionV4.
  • TinyYolo renamed to TinyYoloV2.
  • Jetson TX2 added to supported architectures.
  • Examples section improved to smaller pipelines.
  • Overlay plugins added:
    • GstClassificationOverlay for InceptionV4 metadata.
    • GstDetectionOverlay for TinyYoloV2 metadata.
  • Example applications were added.
  • The segmentation fault with NVarguscamerasrc is fixed.
  • TensorFlow is able to run on CPU and GPU.

Known issues:

  • NCSDK does not support multiple calls to the inference engine from the same thread. This causes transitions when using the NCSDK backend to fail after the second play.
  • Changing the backend on a stoped pipeline will fail with segmentation fault.