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@deci-services deci-services released this 19 Apr 14:08
· 434 commits to master since this release
3.0.9
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Learn about vigilant mode.

Release notes 3.0.9
Features

  • Object Detection (Yolox, PPyoloE) predict function on images, videos, GIF, and folders paths. The predict function works out of the box, no need to define pre and post-processing. Both pre and post-processing are taken from the training. Examples here. PR: #815, #804, #807, #829, #845

  • Support yolov5 format detection dataset by for YoloX, PPyoloE #847

  • Base recipes for PPYoloE and Yolox of RF100 dataset.

  • DetectionOutputAdapter tutorial. The DetectionOutputAdapter is a class that converts the output of a detection model into a user-appropriate format.

  • Segformer model and recipe

  • Predict function on images and videos - taking the pre+post processing from the training recipe.

  • QAT&PTQ notebooks

  • Added student_adapter feature to KDModule, which lets the user pass a manipulated version of the input to the student model. PR: #820

  • Introduce min_samples param to dataloader_params, which repeats the dataset in case its size is smaller than the value of this parameter. PR: #838

Bug fixes:

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