- Product Release Note -

| XML Release 1.0.03 - Deep Learning Image Classification |

/ Release date: 2-Mar-2021 /

/Module: xmcl – Deep Learning Image Classification /

New Features:

  1. Ability to create new use cases of deep learning classification in model and workspace infrastructure supported by platform and common access framework
  2. Train new classification models using range of machine learning libraries provided. Option of training to create model from scratch or enrich existing model.
  3. Testing of images using a trained model
  4. File upload, archival (of training images, models, test images, log files) management for each model and workspace.
  5. Real time visualization of test images, its score and result.
  6. Performance report on speed of image classification.

Enhahncements:

None

Bug Fixes:

None

Known Issues:

  1. GPU compatibility issues on different machine. Not a very straight forward process

Migration and Installation Notes:

None

Dependencies:

  1. CAF: 1.6.02
  2. Database: PostgreSQL 12, Schema ver- 1.4.89
  3. User Interface (xmcl): 1.2.34
  4. Algorithm Service (xmcl): 1.1.10