Since I was working on a smaller dataset, for accuracy, we augmented the images in the same manner as done by CSRNet.

The blue line essentially represents the model that I have tried creating. The Orange line is CSRNet (the one we aimed to beat). However, we couldn’t beat it, but we can observe that the blue line reaches its minimum much quicker and is stable throughout. More results and discussion will be available in my report.

If you are interested in the Raw results, here, they are:

CSRNet Training Stats:

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CSRMSA Training stats:

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