This tutorial explains the purpose of the neck component in the object detection neural networks. In this video, I explain the architecture that was specified in Feature Pyramid Network paper.
Link to the paper [Feature Pyramid Network for object detection]
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The code snippets and full module implementation can be found in this colab notebook:
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The torchvision has a more flexible implementation which would take more than 3 feature layers from backbone
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