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face-mask-detection
mpuneeth17/face-mask-detection
face-mask-detection is a image classification model from mpuneeth17. Use it when you need a label for an image. The card lists the license as mit.
An AI model that classifies whether a person is: - ✅ Wearing a mask correctly - ❌ Not wearing a mask - ⚠️ Wearing a mask improperly
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Updated Jul 8, 2026
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At a glance
- Task
- Image Classification
- License
- mit
- Access
- Public
- Created
- Jul 8, 2026
- Updated
- Jul 8, 2026
- SHA
- 3c7853bf
Model card
From the Hugging Face model README
Face Mask Detection — MobileNetV2
An AI model that classifies whether a person is:
- ✅ Wearing a mask correctly
- ❌ Not wearing a mask
- ⚠️ Wearing a mask improperly
Model Details
- Architecture: MobileNetV2 + custom classification head
- Input: 224×224 RGB image (face crop)
- Classes:
with_mask,without_mask,mask_worn_incorrectly - Framework: TensorFlow/Keras
Usage
import tensorflow as tf
import numpy as np
from PIL import Image
model = tf.keras.models.load_model("face_mask_model.h5")
img = Image.open("face.jpg").resize((224, 224))
arr = np.expand_dims(np.array(img), 0) / 255.0
pred = model.predict(arr)
print(["with_mask","without_mask","mask_worn_incorrectly"][pred.argmax()])
Live Demo
Try the interactive demo on Spaces.
- Task
- Image Classification
- License
- mit
- Languages
- en
- Created
- Jul 8, 2026
- Updated
- Jul 8, 2026