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Video Platform: A Pytorch-based video handler with a common user-interface for ANY problem domain
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@zeonzir zeonzir released this 12 Aug 15:04
· 89 commits to master since this release
1.0.0
0326d61
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Learn about vigilant mode.

Version 1.0

  • Training and Evaluation files are completed
  • Data loading pipeline
  • Config and argument reader
  • Checkpoint saving and loading
  • Implemented datasets: HMDB51, ImageNetVID, MSCOCO, VOC2007
  • Implemented recognition models: C3D
  • Implemented detection models: SSD
  • Implemented metrics: Recognition accuracy, IOU, mAP, AP
  • Implemented losses: MSE, Cross entropy

Version 0.1

  • Basic training file for recognition is ready, next step is to work on data loader since that is the immediate function being loaded
  • Began inclusion of dataset loading classes into datasets folder
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