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Crowd Counting

This is re-implementation of paper : MULTI-SCALE CONVOLUTIONAL NEURAL NETWORKS FOR CROWD COUNTING

  • In my implementation I have concatenated parts A and B unlike in paper where network was separately evaluated and trained on.

  • Below are some inference examples:

Example 1

Example 2

Example 3

  • Model was trained for 5 epochs and other hyperparameters were directly taken from paper.

  • Below is nice visualization for graphs using wandb for experiment tracking and visualization -

Graphs

epoch progess

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