Higher face density causes monotonic performance degradation in models and acts as a domain shift, even under balanced sampling.
Decidenet: Counting varying density crowds through attention guided detection and density estimation
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Face Density as a Proxy for Data Complexity: Quantifying the Hardness of Instance Count
Higher face density causes monotonic performance degradation in models and acts as a domain shift, even under balanced sampling.