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Hailo Model Zoo v2.9
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@HailoModelZoo HailoModelZoo released this 05 Oct 08:40
· 570 commits to master since this release
v2.9
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Learn about vigilant mode.

  • Update to use Dataflow Compiler v3.25.0 (developer-zone <https://hailo.ai/developer-zone/>_)

  • Update to use HailoRT 4.15.0 (developer-zone <https://hailo.ai/developer-zone/>_)

  • A new CLI-compatible API that allows users to incorporate format conversion and reshaping capabilities into the input:

  • code-block:

    hailomz compile yolov5s --resize 1080 1920 --input-conversion nv12_to_rgb

  • New transformer models added:

    • vit_pose_small_bn - encoder based transformer with batchnorm for pose estimation

    • clip_resnet_50x4 - Contrastive Language-Image Pre-Training for zero-shot classification

  • New retraining dockers for vit variants using unified normalization.

  • New Models:

    • yolov8s_pose / yolov8m_pose - pose estimation

    • scdepthv3 - depth-estimation

    • dncnn3 / dncnn_color_blind - image denoising

    • zero_dce_pp - low-light enhancement

    • stereonet - stereo depth estimation

  • Using HailoRT-pp for postprocessing of the following models:

    • efficientdet_lite0 / efficientdet_lite1 / efficientdet_lite
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