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This repository has been archived by the owner on Aug 28, 2020. It is now read-only.

srihari-humbarwadi/tensorflow_retinanet

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WIP: Come back in a couple of weeks

RetinaNet - Focal Loss for Dense Object Detection

architecture

Outputs

not available_1 not available_2

Progress Tracker

  • Implement data input pipeline with tf.data
  • Implement train and validation steps
  • Add random_flip
  • TPU support
  • LR schedule and handle large batches (TPU)
  • Train on BDD dataset
  • Add inference code
  • Publish results
  • Add support for video inference
  • Code clean up & refactoring