convert_data_to_tfrecord.py makes huge GB space

DetectionTeamUCAS / FPN_Tensorflow

This is a tensorflow re-implementation of Feature Pyramid Networks for Object Detection.

https://github.com/DetectionTeamUCAS/FPN_Tensorflow

MIT License

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convert_data_to_tfrecord.py makes huge GB space #117

Closed pratikshaya closed 4 years ago

pratikshaya commented 4 years ago

I have 17GB of JPEGimages and xml file. However if i convert it into tfrecord it becomes 191GB. Due to huge GB data I got the following error while training. Capture

yangxue0827 commented 4 years ago

you can use placeholder function, like this train_with_placeholder.py, so that you do not need tfrecord. @pratikshaya