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Using mmdetection in kaggle and colab to do inference and training

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MMDetection-Demo

check the demo folder for examples

Environment setup

  • kaggle and collab: setup cuda and install packages(available to that cuda version)

Train

Dataset

Offline conversion to Coco format before training. Then in config:

  • modify the path of annotations
  • the training classes

dataset wrappers

  • RepeatDataset: simply repeat the whole dataset
  • ClassBalancedDataset: repeat dataset in a class balanced manner
  • ConcatDataset: concat datasets

Writing configs

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Using mmdetection in kaggle and colab to do inference and training

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