Smart Door Lock and Lighting System using Internet of Things
Vani P. Datar, Aneesa Tankasali, Kadambari Chavan
- 发表年份
- 2021
- 引用次数
- 15
- 访问权限
- 开放获取
摘要
In the proposed approach, a smart door lock and lighting system using IOT for smart home is presented with the additional add on feature of facial recognition. A smart door lock system is a system which uses digital password for opening and closing the door. With the advancement of modern technologies areas related to robotics and computer vision, real time image processing has become a major technology under consideration. So here a try has been made for a novel approach for capturing images from the Pi Camera in real time environment and process them as we are required. Here in this project depicts a basic and simple equipment execution of face location framework utilizing Raspberry Pi, which itself is a minicomputer of a small estimate and is of a low cost. The framework is modified utilizing Python programming language. The destinations of the face recognization are to recognize appearances and its spatial area in any pictures or recordings .The proposed framework distinguishes the faces present in a grey scale and colored image. Here in this project the idea of identification has been built up by composing distinguishable code for dataset generator, trainer and indicator. Effectiveness of the framework is examined by as certaining the Face recognization rate for every one of the database. At last the data that will be shown alongside recognized photograph has been put away on database. This concept has a higher scope on security and surveillance projects and various operations.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002