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using the stored weight the mobile will get your new weight and using machine learning algorithms it can be unlocked if the stored data are correct.

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Depending on when a person has eaten a meal, used the toilet, or depending on the medicines that one is taking (e.g. google for "diuretics") - the weight of a person is going to fluctuate across the day/week/month.
You might be better off weighing something that is more constant, and which is always in your possession - e.g. a keyring.

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Interesting idea zizo89! May I suggest you have a look at following ideas which are joining yours ?
http://imagine.orange.com/en/ideas/digital-for-autonomy/idea/show/1731
http://imagine.orange.com/en/ideas/cybersecurity/idea/show/1765
http://imagine.orange.com/en/ideas/cybersecurity/idea/show/1793
http://imagine.orange.com/en/ideas/cybersecurity/idea/show/1891
http://imagine.orange.com/en/ideas/cybersecurity/idea/show/1894

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