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Scanning devices variations

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Code: #29266

Supplier: True Detection

rightMORE INFORMATION

  • Artificial Intelligence System by True Detection Developed, this AI system excels in the recognition and analysis of recyclable materials by type and color. It operates on any clouds as well as the company’s internal servers.The programming is done using Python, with the neural network analytics being proprietary software currently in the registration phase.
     
     
    A 2D camera that captures images and video, often used in industrial automation.
    Applications: Surveillance, quality control, process monitoring
    Advantages: High resolution, network connectivity, flexible for industrial use 
    Disadvantages: Limited depth perception, only captures flat images 
     
     
    A 3D camera that captures both color (RGB) and depth information (D)
    Applications: Object recognition, robotics, motion tracking
    Advantages: Captures both visual and depth data, useful for 3D mapping and real-time tracking
    Disadvantages: Limited range and resolution in large environments
     
     
    Captures infrared radiation to produce heat maps and detect temperature variations
    Advantages: Can see in the dark, identifies heat sources, non-contact temperature measurement
    Disadvantages: Lower resolution, cannot detect fine visual detai

  • Unique Architecture
    - True Detection’s AI system leverages a custom neural network architecture with the following key features
    - Foundation Structure Advanced Techniques: Custom neural network based on CenterNet, with a unique backbone Multiple layers of Convolutional Neural Networks (CNN) Incorporates
    cutting-edge methods: Focusing on deep learning and advanced feature extractionFPN (Feature Pyramid Networks) Separable Convolutions
    - Deformable Convolutions SE-Block (Squeeze-and-Excitation Network)

 
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