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Negative examples and false positives in object detection using SSD model

Data Science Asked by Mustafa Azzurri on February 7, 2021

I am training a model to detect some objects. I have 8 classes and there are other similar objects that I don’t want the model to detect. I have tried to make an unknown class for them but they are so many and there are no pattern for the model to recognize.

How can I provide a negative examples for the model? Since that tfrecord can’t accept images without annotation and making a new class doesn’t work very well.

One Answer

I have found a way to create TFRecord that accepts images with no annotations using this code.

Answered by Mustafa Azzurri on February 7, 2021

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