A.I. a lot of data
- There is a lot of confusion around these definitions and it is sometimes misleadingly told, for example, that algorithms are capable of the same self-learning rationality that humans have.
- Artificial intelligence or machine learning to work well requires qualitative data.
- Real applications of artificial intelligence are still very few compared to its real potential, especially those that exploit neural networks.
Machine learning and Deep learning
- Machine learning machine learning is a branch of artificial intelligence that brings together methods developed under different names such as: computational statistics, pattern recognition, artificial neural networks, adaptive filtering, dynamic systems theory, image processing, data mining, adaptive algorithms, etc.; which uses statistical methods to improve an algorithm’s performance in identifying patterns in data.
- Deep learning is based on different levels of representation, corresponding to hierarchies of factor characteristics or concepts, where high-level concepts are defined on the basis of low-level ones.
- In other words, deep learning means a set of techniques based on artificial neural networks organised in different layers, where each layer calculates values for the next one so that the information is processed more and more completely.
How much will the video surveillance market grow in the coming years?
- It is estimated that there are more than 2 billion cameras installed worldwide.
- In the next five years, 50 billion cameras are expected to be installed worldwide.
- Users will struggle to manage and control such a large number of cameras.
- It has been scientifically proven that a human being in front of more than four screens, his or her ability to detect an event drops dramatically.
Artificial intelligence serving the operator
- Support the operator in detecting anomalous patterns with respect to the scene.
- Capability to identify a digital twin by defining characteristics and attributes.
- Capability to identify people backwards, within the recording, such as forsense search.
- Capability to detect and identify precise sound frequencies, audio classification.
Benefits of artificial intelligence on camera
- Increased video quality
- Up to 3 simultaneous analysis slots
- Reduced hardware cost
- Reduced power consumption
Free i-PRO apps: – AI Video motion detection
– AI Privacy guard
– AI Sound classification
– AI Face detection
– AI People classification
– AI Vehicle classification
– AI Multi server
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