DarkNetV2¶
The DarkNetV2 model is based on the “YOLO9000: Better, Faster, Stronger” paper.
Architecture overview¶
This paper improves its version version by adding more recent gradient flow facilitators.
The key takeaways from the paper are the following:
adds batch normalization layers compared to DarkNetV1
Model builders¶
The following model builders can be used to instantiate a DarknetV2 model, with or
without pre-trained weights. All the model builders internally rely on the
holocron.models.classification.darknetv2.DarknetV2 base class. Please refer to the source
code for
more details about this class.
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Darknet-19 from "YOLO9000: Better, Faster, Stronger" |