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face-mask-detection-with-tensorflow's Introduction

Face-mask-classification-with-tensorflow

This project aims to detect whether or not a person is wearing a face mask.The image input which you give to the system will be analyzed and the predicted result will be given as output.

Conceptual Framework:

The project is entirely implemented using Python3.

The Conceptual Framework involved is mainly: Keras โ€“ Tensorflow backend

Model

I have built a model consisting of 5 convolutions and 5 max pooling layers, with ReLU as the activation function.

model.summary()

alt text

Accuracy

I achieved the training accuracy of 96.47%.

accuracy loss

Find the code here: https://github.com/DivyaMunot/Face-mask-detection-with-tensorflow/blob/master/face_mask_detect.py

face-mask-detection-with-tensorflow's People

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face-mask-detection-with-tensorflow's Issues

Cannot set tensor

Hi,

execute python3 main.py

ValueError: Cannot set tensor: Got value of type STRING but expected type FLOAT32 for input 0, name: serving_default_input:0

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