Search Results for author: Mohammad Hosseini

Found 3 papers, 0 papers with code

Faster, Lighter, More Accurate: A Deep Learning Ensemble for Content Moderation

no code implementations10 Sep 2023 Mohammad Hosseini, Mahmudul Hasan

Our approach is based on a combination of simple visual features, designed for high-accuracy classification of violent content with low false positives.

Philosophy

Deep Live Video Ad Placement on the 5G Edge

no code implementations3 Sep 2022 Mohammad Hosseini

The video broadcasting industry has been growing significantly in the recent years, specially on delivering personalized contents to the end users.

Marketing

The Case for High-Accuracy Classification: Think Small, Think Many!

no code implementations18 Mar 2021 Mohammad Hosseini, Mahmudul Hasan

Given the insight gained from our experiments, we hence propose a "think small, think many" philosophy in classification scenarios: that transforming a single, large, monolithic deep model into a verification-based step model ensemble of multiple small, simple, lightweight models with narrowed-down color spaces can possibly lead to predictions with higher accuracy.

Classification General Classification +2

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