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Feature Pyramid Network Neck Essentials of Object Detection
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Video Source: www.youtube.com/watch?v=FKsgO0U7CUw
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] • https://arxiv.org/abs/1612.03144 • The code snippets and full module implementation can be found in this colab notebook: • https://colab.research.google.com/dri... • The torchvision has a more flexible implementation which would take more than 3 feature layers from backbone • https://pytorch.org/vision/main/gener...
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