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Releases: Arief-AK/Machine-Learning-Real-Time-Object-Classification

v.0.1.0

28 Feb 16:26
@Arief-AK Arief-AK
v.0.1.0
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v.0.1.0 Latest
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What's Changed

  • Optimisation: Added CNN Builder and separated processes into functions in main by @Arief-AK in #1
  • Optimisation: added dynamic learning rates, and SGD, RMSprop optimisers by @Arief-AK in #2
  • added optimisation for SGD and RMSprop with learning rate warm-up and… by @Arief-AK in #3
  • Optimisation: Added profiling of models by @Arief-AK in #4
  • Optimisation: Added saving and loading of models with real-time camera feed by @Arief-AK in #5
  • optimisation: added CI workflow by @Arief-AK in #6
  • Added more data augmentation by @Arief-AK in #7
  • Optimisation: Added more data augmentation by @Arief-AK in #9
  • New model: Added more convolutional layers with custom early stopping by @Arief-AK in #10
  • Optimisation: Trained models to reach higher than 85% accuracy by @Arief-AK in #11

New Contributors

Full Changelog: https://github.com/Arief-AK/Machine-Learning-Real-Time-Object-Classification/commits/v.0.1.0

Contributors

Arief-AK
Assets 2
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