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Face Mask Detection

An AI model that classifies whether a person is: ✅ Wearing a mask correctly ❌ Not wearing a mask ⚠️ Wearing a mask improperly

Fuentehuggingface.co/mpuneeth17/face-mask-detection/tree/3c7853bfeee44f356c48840e379c3b9c284d813d
TipoModeloVersiónFace mask modelCcalidad

Fuente del modelo

Tipo
Modelo
Tamaño del archivo
27,4 MB
Versión
vFace mask model
Actualizado
29 oct 2026
Fuente
Hugging Face

Descripción de la fuente

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.

Fuentes

1 fuente
Hugging FacePrincipalVersión 3c7853bfeee44f356c48840e379c3b9c284d813d
huggingface.co/mpuneeth17/face-mask-detection/tree/3c7853bfeee44f356c48840e379c3b9c284d813d

Verificado 29 oct

Artefactos del modelo

1 artefacto

face_mask_model.h5

h5 · 27,4 MB · SHA-256 5d4c294ee39d…9ca1 · Hugging Face

Download file

Extractos de fuentes

2 extractos
Readme14 agohuggingface.co/mpuneeth17/face-mask-detection

--- language: en tags: - image-classification - face-mask-detection - mobilenetv2 - tensorflow - computer-vision - safety license: mit --- # 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 ```python 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](None/face-mask-detection-demo).

Note14 agohuggingface.co/mpuneeth17/face-mask-detection

Source context: 0 downloads · 0 likes · Pipeline image-classification · Repo mpuneeth17/face-mask-detection