ML
Face Mask Detector
Deep learning project that detects whether a person in an image is wearing a face mask, classifying images into with_mask and without_mask.
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Project Preview
The Challenge
Automated detection was needed to classify mask usage from images.
Objectives
1
Train a mask classification model
2
Distinguish with_mask vs without_mask
3
Demonstrate deep learning workflow
Technical Architecture
TensorFlow
Keras
Python
Jupyter
Modern • Scalable • Secure • Performant
Challenges & Solutions
Challenge
Image classification accuracy
Solution
Built with TensorFlow and Keras
Challenge
Preparing training and inference pipelines
Solution
Classified images into two mask categories
Results & Impact
metric1
Deep learning classifier
metric2
Two-class detection
metric3
TensorFlow + Keras
metric4
Pinned on GitHub
Project Stats
Results
Deep learning classifier
Performance
Two-class detection
Impact
TensorFlow + Keras
Achievement
Pinned on GitHub
Tech Stack
TensorFlow
Keras
Python
Jupyter