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Exercise (Designing a Darknet-19 Architecture)

Explore how to design and implement the Darknet-19 backbone architecture used in YOLOv2 and YOLOv7. Understand convolutional blocks, batch normalization, activation functions, pooling layers, and forward pass logic to build a foundational neural network component for object detection.

Let’s dive into the practical applications of various architectural concepts, like the backbone and neck. ...