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SK-TDA4VM

TDA4VM processor starter kit for edge AI vision systems

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SK-TDA4VM

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Overview

Bring smart cameras, robots and intelligent machines to life with the TDA4VM processor starter kit. With a fast setup process and an assortment of foundational demos and tutorials, you can start prototyping a vision-based application in less than an hour. The kit enables 8 trillion operations per second (TOPS) of deep learning performance and hardware-accelerated edge AI processing without any hand-tooling. You can unleash high-speed AI in your embedded application only using Linux and industry standard APIs (TensorFlow Lite, ONNX Runtime, TVM, GStreamer, Docker, ROS, OpenGL ES).

Out-of-box video: Watch us unbox and setup the starter kit

Features
  • Performance—TDA4VM processor enables 8 TOPS deep learning performance and hardware-accelerated edge AI at low power
  • Camera interfaces—two CSI-2 ports compatible with Raspberry Pi and a high-speed 40-pin Semtec camera connector connecting up to eight cameras (requires TIDA-01413 sensor fusion add-on card)
  • Connectivity—three USB 3.0 Type A ports, one USB 3.0 Type C ports, one ethernet port, one M.2 Key E connector and one M.2 Key M connector, four CAN-FD interfaces, four UART terminals over one USB bridge
  • Memory—DRAM, LPDDR4‐4266, 4 gigabytes total memory, support for inline ECC
  • Display—DisplayPort with up to 4K resolution with MST support and 1080 HDMI

Please note that the following are not included:

  • Camera
  • WiFi card
  • Power supply

Arm-based processors
TDA4VM — Dual Arm® Cortex®-A72 SoC and C7x DSP with deep-learning, vision and multimedia accelerators TDA4VM-Q1 — Automotive system-on-a-chip for L2, L3 and near-field analytic systems using deep learning
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Explore packages of hardware, software and documentation

HARDWARE AND SOFTWARE PACKAGE

Develop with TDA4VM Edge AI base Kit

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HARDWARE AND SOFTWARE PACKAGE

Build multi-sensor, AI-powered robot with SK-TDA4VM and SCUTTLE

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HARDWARE AND SOFTWARE PACKAGE

Develop multi-channel capture AI using fusion board and Edge AI kit

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Evaluation board

J721EXSKG01EVM —

TDA4VM processor starter kit for edge AI vision systems

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Design files

download TDA4VM Processor Starter Kit Design Files (Rev. B)
SPRR438B.ZIP (353705 KB)

Technical documentation

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Type Title Date
* User guide SK-TDA4VM User's Guide (Rev. D) PDF | HTML 08 Feb 2024
Certificate J721EXSKG01EVM EU Declaration of Conformity (DoC) (Rev. A) 16 Nov 2022
User guide Edge AI software and development tools 07 Feb 2022
Application note Performance and power benchmarking with TDA4 Edge AI processors PDF | HTML 01 Sep 2021
Application note Jacinto 7 Camera Capture and Imaging Subsystem PDF | HTML 07 Jul 2021
Application note Hardware Accelerated Structure From Motion on TDA4VM PDF | HTML 23 Apr 2021
Application note Efficient Visual Localization on TDA4VM (Rev. A) PDF | HTML 19 Apr 2021
Application note TDA4VMid VPAC ISP Tuning Overview (Rev. A) PDF | HTML 14 Jan 2021

Related design resources

Hardware development

EVALUATION BOARD
FRMS-3P-INDUSTRIAL-VISION — FRAMOS industrial vision for camera/ISP tuning, 3D cameras, imaging solutions and computer vision SCTTL-3P-KITS — SCUTTLE open-source, payload-ready mobile robot platform

Software development

SOFTWARE DEVELOPMENT KIT (SDK)
PROCESSOR-SDK-J721E — Software development kit for DRA829 and TDA4VM Jacinto™ processors
ONLINE TRAINING
DOULS-3P-TRAINING — DOULS - EdgeAI Training for TDA4VM, AM68 and AM69

Support & training

TI E2E™ forums with technical support from TI engineers

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