機器視覺

Design smart and efficient machine vision applications with our analog and embedded processing products

Our end-equipment reference designs and integrated components enable you to easily and quickly build machine vision applications. Integrate multipurpose processors with artificial intelligence (AI) accelerators and high-speed communication interfaces such as Gigabit Ethernet, single-pair Ethernet, USB 3.0 and Power over Ethernet.

Why choose TI for your machine vision designs?

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Energy efficiency

Reduce system power, latency and cost with deep learning and vision accelerators that enable industry-leading energy efficiency.

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Large-scale data processing

Enhance data processing for video streaming and machine vision, with our dedicated solutions that quickly and reliably process large amounts of data in multi-core processors and accelerators.

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Sensor fusion in any environment

Enable a safer and improved machine vision experience with advanced sensing technologies for camera and radar sensing.

Engineering advanced machine vision designs

Advancing intelligence at the edge using one platform for single- and multicamera systems

Our vision processors enable you to execute facial recognition, object detection, pose estimation and other artificial intelligence (AI) features in real time using the same software. With scalable performance for as many as 12 cameras, you can build smart security cameras, autonomous mobile robots and everything in between. You will be equipped with low-power vision, energy-efficient automation and high-performance autonomy. To start testing, find free evaluation development tools such as TI Edge AI Studio, industry-standard application programming interfaces, and frameworks.

White paper
Advanced AI Vision Processing Using AM69A for Smart Camera Applications
The AM69A processor is a high-end edge artificial intelligence (AI) device for industrial applications, where multiple camera inputs are processed for high-performance analytics at low power and low latency.
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Application note
Vision AI-Based Defect Detection on AM62A Using TI Edge AI Studio
This document describes the complete process of building a defect detection application starting from data collection, deep learning model selection, model training and model deployment using our Edge AI Studio tools.
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Technical article
How are sensors and processors creating more intelligent and autonomous robots?
While sensor fusion helps robots to be more accurate, using AI at the edge can help make robots intelligent. AI at the edge into can help enable robots to intelligently perceive, make decisions and perform actions.
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Featured products for edge AI
AM62A7 現行 具 RGB-IR ISP 且適用 1-2 台攝影機、低功耗系統、機器視覺、機器人的 2 TOPS 視覺 SoC
AM68A 現行 適用於 1-8 台攝影機、機器視覺、智慧流量、零售自動化的 8 TOPS 視覺 SoC
新產品 AM69A 預覽 適用 1-12 台攝影機、自主行動機器人、機器視覺、行動 DVR、AI 運算盒的 32 TOPS 視覺 SoC

Simplify machine vision and PLC communication

Industrial Ethernet interfaces with Power over Ethernet enable precise and reliable communication between machine vision devices to programmable logic controllers (PLCs) and Ethernet gateways. High-speed video SerDes over V3Link simultaneously transmits high-speed video, power, bidirectional clocking, control and more over a single wire, enabling the use of a slimmer microcoaxial cable.

Technical article
How to transfer high-resolution video data over a single wire in machine vision-ba
From medical imaging applications to machine vision cameras, edge AI is driving the need for real-time video capture, transfer and analysis. V3Link SerDes ICs help engineers meet these needs. Read more.
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Application brief
Choosing PoE PSE System Software Solutions
System designs may be configured to support different features, optimize size and BOM, or offer more control. Read about three different Power Sourcing Equipment (PSE) system software solutions outlined in this brief. 
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Featured products for industrial communication
DP83867E 現行 具有 SGMII 的廣泛溫度、穩固低延遲 GB 乙太網路 PHY 收發器
TPS23758 現行 具無光返馳 DC-DC 控制器的 IEEE 802.3at PoE PD
DP83TC812R-Q1 現行 具有 RGMII 的 TC-10 合規 100BASE-T1 車用乙太網路 PHY

Sensing technologies for accurate and reliable machine vision

Leverage our portfolio of highly accurate sensors with quick response times to capture necessary information, enabling real-time control and autonomy in a wide range of applications.

White paper
High accuracy 3D scanning using Texas Instruments DLP® technology for structured (Rev. A)
DLP technology is ideal for 3D scanning and machine vision solutions due to its tremendous versatility to customize patterns at very high speeds and its ability to pair with multiple light sources and wavelengths. Read more.
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Technical article
Achieving accuracy in bin picking with TI DLP® technology-powered structured light
DLP technology provides a high speed pattern projection capability through a micro-mirrors matrix assembled on top of a semiconductor chip know as a digital micro-mirror device (DMD). Read more.
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Featured products for sensing
DRV2901 現行 適用超音波清潔的單通道 PWM 輸入壓電式轉換器驅動器,並提供廣泛的供應電壓範圍
ULC1001 現行 適用超音波鏡頭清潔的可配置 DSP,具電流與電壓感測及 PWM 輸出
DLP500YX 現行 DLP® 0.50 英吋、2048x1200 陣列、S410 數位微型反射鏡元件 (DMD)

Streamline your functional safety system certification

TI Functional Safety-Compliant components help you meet rigorous functional safety standards such as International Electrotechnical Commission 61508 and International Organization for Standardization 13849. Streamline your certification process by relying on our engineers' expertise; documentation resources such as failure-in-time rate and failure modes, effects and diagnostic analysis; safety certificates; and software diagnostics libraries.

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White paper
簡化汽車及工業領域的功 能安全認證
Whether you're designing for the factory floor or the highway, this white paper explains how we approach designing integrated circuits (ICs) and provides the resources to help you streamline your functional safety designs.
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White paper
Understanding Functional Safety FIT Base Failure Rate Estimates per IEC 62380 and SN 29500 (Rev. A)
Achieving functional safety compliance requires the addressing of both systematic and random hardware failures. Read about two techniques for estimating the base failure rate required to calculate quantitative random hardware.
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影片
Functional safety at TI
This video gives an overview of functional safety at TI, showcasing TI's history in functional safety and detailing the documentation available to aide your design.
Featured products for functional safety
AM6442 現行 雙核心 64 位元 Arm® Cortex®-A53、四核心 Cortex-R5F、PCIe、USB 3.0 和安全性
TPS65219 現行 適用於 Arm® Cortex®-A53 處理器和 FPGA 的整合式電源管理 (PMIC)
TPS2662 現行 具有整合式輸入和輸出反向極性保護功能的 4.5-V 至 60-V、478mΩ、0.025-0.88A eFuse

設計與開發資源

開發板
具有 PMIC 的 AM62x 入門套件 EVM

SK-AM62B-P1 入門套件 (SK) 評估模組 (EVM) 是圍繞 AM62x 系統單晶片 (SoC) 建構的獨立測試和開發平台。AM62x 處理器包含四核心 64 位元 ARM®-Cortex®-A53 微處理器與單核心 ARM Cortex-M4F MCU。

SK-AM62B-P1 是 SK-AM62 的最新版本,包括板載 TPS64219/20 PMIC,旨在實現高能效的便攜式和固定式應用。此外,SK-AM62B-P1 還具備安全功能,可實現安全啟動、除錯安全性和防火牆。

SK-AM62B-P1 讓使用者使用選用的 3D GPU,透過每吋點數 (DPI) 的高畫質多媒體介面 (...)

開發模組 (EVM) 的 GUI
適用於 AM62x Sitara™ 處理器的 Altia® GUI 開發軟體

Altia 擅長建造嵌入式顯示器的圖形使用者介面 (GUI) 開發軟體和服務。Altia 的設計涵蓋全球超過 1 億部裝置,供汽車、醫療、消費電子及工業裝置產業的各家公司用於將一流的 GUI 投入生產。Altia 產品和服務支援各種 TI Sitara™ 和 Jacinto™ 架構的處理器。

Altia 工具鏈包括整合、高效且易於使用的工作流程,具有先進 3D 功能、全球語言支援及其他更多功能。Altia 工程服務團隊在 GUI 開發生命週期中提供全球支援,從圖形開發和使用者體驗研究到測試、功能安全認證及生產。

計算工具
AM62x 功率預估工具 (PET)

AM62x 功率預估工具 (PET) 試算表允許使用者根據測量和模擬數據計算功耗估計值。估計值按原樣提供,不保證在指定精密度內。功耗取決於在運作過程中執行於處理器的電氣參數、矽製程變化、環境條件和使用案例。

實際功耗應該在實際系統中驗證。此工具用於估計實際運作模式下的功耗,不適用於按尺寸供電。

對於試算表的輸入部分,使用者必須使用對應的使用參數修改欄位。專為使用者輸入設計的儲存格為藍色。無法修改的欄位爲紅色。綠色欄位爲輸出。

此功率預估試算表可能會有所變動。

與機器視覺相關的參考設計

使用我們的參考設計選擇工具,找出最適合您的應用和參數設計。

07 APR 2023 | 部落格
Technology that's making the future of embedded possible is transforming smart homes, cities, factories and vehicles, optimizing everyday electronics and unlocking new ways to create a better world.
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技術資源

White paper
White paper
透過 AM62x 處理器啟用低功耗嵌入式系統
This paper presents novel features and techniques developed on the AM62x processors - a next-generation Sitara MPU device from Texas Instruments.
document-pdfAcrobat PDF
Technical article
Technical article
新一代 HMI 的三個重要考量 (Rev. A)
In this technical article, learn about emerging trends and requirements for next generation HMI applications.
document-pdfAcrobat PDF
White paper
White paper
Time Sensitive Networking for Industrial Automation (Rev. C)
Drive the economy forward using hard real-time, deterministic communication links with better reliability.
document-pdfAcrobat PDF