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AIDE v2.0

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@bkellenb bkellenb released this 25 May 07:19
· 58 commits to master since this release

Official release of AIDE version 2.0.

This release contains the following improvements over the previous v1.9:

  • New models based on the Detectron2 framework:
    • Image classification: AlexNet, DenseNet, MNASNet, MobileNet, ResNet, ResNeXt, ShuffleNet, SqueezeNet, VGG, Wide ResNet
    • Object detection: Faster R-CNN, RetinaNet, TridentNet
    • Semantic segmentation: DeepLabV3+
  • Model Marketplace:
    • Share your models across projects with two clicks
    • Download trained models to disk, upload to AIDE or import from the Web
    • Manual label class assignment for pre-trained models for maximum performance (in addition to dynamic model adaptation)
  • Preparation towards code framework for AIDE model zoo (stay tuned for release!)
  • Many bug fixes regarding the Workflow Designer, data management, and more