Sony FCB camera block
Today, as the wave of intelligence sweeps the world, AI smart cameras have become core tools for digital transformation in numerous fields such as security, retail, industry, and home. However, many AI system integrators or enterprises are confronted with the same predicament: they have rich scene demands and vast data resources, but they have no idea how to truly implement AI on the camera end.
In fact, the answer lies precisely here – your scenarios and data are the core engines driving the implementation of AI smart cameras. Through Xuanzhan Technology’s AI training customized algorithm detection system for training data, it can help you quickly implement the desired AI algorithm and integrate the obtained AI algorithm into smart cameras.
I. Why Are Scenarios and Data So Important?
The training and optimization of AI smart cameras cannot do without high-quality data and clear scene definitions. Without data tailored to specific scenarios, AI algorithms are like cooking without rice. Without clear scene requirements, even the most advanced algorithms are difficult to exert practical value.
Your scene data contains unique environmental features, behavioral patterns and usage habits, which are precisely the foundation for training precise and efficient AI smart cameras. By leveraging these data, Xuanzhan Technology can create an AI smart camera solution that truly meets your needs for you.
Ii. Implementation Paths for the Application of AI Intelligence
1. Precise data collection and processing
Data collection is the first step in the big data analysis of AI smart cameras, and high-quality raw data serves as the foundation for subsequent analysis. By combining the SONY 4K60 frame rate camera module FCB-ER9500 with the 4KP60 AI network coding control board, real-time data with 4K high resolution and high frame rate can be captured. Through data preprocessing such as denoising, correction, segmentation, and feature extraction, the original data can be converted into a format suitable for analysis, laying the foundation for subsequent data training.
2. Data training
Xuanzhan Technology’s independently developed AI training customized algorithm detection system, based on deep learning technology, can optimize and adapt personalized algorithms for different application scenarios and task requirements. This system can still efficiently and accurately identify target objects in complex environments, significantly improving detection accuracy and response speed.
Through extensive data training, ensure that the final outcome precisely matches your AI needs and create the AI algorithm you desire.
3. Flexible deployment plan
According to different application requirements, AI intelligent algorithms can be deployed in three ways:
AI smart camera: By directly embedding AI algorithms into the camera and leveraging the built-in computing power to conduct real-time analysis of video streams, it is suitable for the precise recognition and analysis of local areas.
Edge box: Set up an edge computing box within the local area network, retrieve video streams from existing cameras and analyze them locally to achieve data analysis within the region.
Cloud computing analysis: Transmit video streams to cloud servers, utilize the massive computing resources in the cloud to run complex AI models, suitable for super-large projects across regions, etc.
Iii. Cooperation Mode
As long as you provide scenarios, data or creative ideas, Xuanzhan Technology can offer two efficient cooperation models:
1) Independent development: We will complete the entire process of software and hardware design and implementation of the AI smart camera.
2) Joint Development: You provide any core algorithm or program module, and we collaborate to complete system integration and functional implementation, ensuring that the final outcome precisely matches your AI needs. We help you quickly realize the desired functions and AI algorithms and integrate them into the smart camera. The final AI smart camera belongs to the customer privately.
Iv. Ownership
Although the joint development cooperation model has brought many advantages to the current “intra-industry competition” era, what system integrators are more concerned about is the ownership of AI smart cameras after they are implemented.
As the official authorized distributor of SONY (China) FCB camera modules and a provider of high-definition video secondary development solutions, Xuanzhan Technology, in the process of developing smart cameras for AI scenarios, is only responsible for providing one-stop solutions including camera and control board modules, hardware and software development, and data training servers. The ownership of the final obtained AI algorithm and the AI smart camera for scenario application belongs to the customer.
As long as there is a scenario, data and an idea, Xuanzhan Technology can help you implement the AI algorithm you want through the joint development model, and integrate the obtained AI algorithm into the camera. The final ownership belongs to you privately.