Arcface Project

Contents

Part 1: Search for Paper & Reviews

Part 2: Arcface Paper explanation

Part 3: Dataset Collection and Training

Part 4: Visualization and Error Analysis

Part 5:Deployment with Flask

ArcFace vs Softmax

Presentation Link

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Links to Videos

The video presentation we made was very long. So we divided it into parts. To view short demos of the model and the work we have done please watch Arcface: GNR638 Project Shorter Version. The Arcface: GNR638 Project Long Version is a combination of the shorter version and the Arcface Explanation. In Arcface: Visualizations and Inference we describe the models we have trained and try to find the thresholds and best hyperparameters based on the experiments we have performed on data. The video titled ArcFace: Face Verification Deployment using Flask is already a part of the short and long version videos.

• Arcface: GNR638 Project Long Version

• GNR638 Project Shorter Version

• Arcface Explanation

• Arcface: Visualizations and Inference

• ArcFace: Face Verification Deployment using Flask