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Libre Computer Alta: Edge AI and Computer Vision on the AML-A311D-CC

The Libre Computer Alta pairs a maker-rated 5 TOPS accelerator with MIPI CSI camera connectivity, but project performance depends on camera and software compatibility.
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The Libre Computer Alta (AML-A311D-CC) is a Cottonwood single-board computer built around a six-core Amlogic A311D processor, a manufacturer-rated 5 TOPS AI accelerator, and a four-lane MIPI CSI camera interface. It is a plausible platform to evaluate for edge-vision prototypes, but the 5 TOPS figure is a specification—not proof of performance with a particular model, camera, or software stack.

What the Alta is—and what its AI rating means

Alta refers here to Libre Computer’s AML-A311D-CC single-board computer, not the separately cataloged Alta compute module. The board has 2GB or 4GB of LPDDR4 memory. Libre Computer rates its AI accelerator at 5 TOPS and describes it as having one general-purpose core, four tensor cores, and eight neuro cores. Those are the manufacturer’s specifications; they do not establish inference speed, supported model formats, or performance on a specific computer-vision workload. Libre Computer’s Alta product page does not supply an independent vision benchmark or a comparable test against competing boards.

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The A311D’s CPU comprises four ARM Cortex-A73 cores at 2.016GHz and two Cortex-A53 cores at 1.8GHz. Graphics are handled by a Mali-G52 MP4 GPU; the manufacturer lists OpenGL ES 1.1, 2.0 and 3.2, Vulkan 1.1, and OpenCL 2.0 support. CPU, GPU, and AI acceleration are distinct resources, so the accelerator’s TOPS rating alone is not a complete measure of application performance.

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Camera and peripheral connections

For camera projects, the key board-level feature is a four-lane MIPI CSI interface paired with a dual camera ISP. This confirms camera-oriented hardware connectivity, but not that every sensor, cable, driver, or vision framework will work. The product page does not identify a tested camera module or cable. Check the exact sensor and software path before choosing parts.

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Other listed interfaces may help when a prototype needs a display, network connection, or external peripherals:

  • Four USB 3.0 Type-A ports connected through a hub, plus a USB 2.0 Type-C dual-role-data port with 5V/3A power support.
  • Gigabit Ethernet and HDMI 2.0, with 4K HDR support listed by the manufacturer.
  • A four-lane MIPI DSI display interface and a 40-pin Pi-compatible GPIO header.
  • MicroSD with UHS SDR104 support and an eMMC 5.x interface for Libre Computer modules.
  • IR receiver, PoE header, and USB 2.0 headers.

These interface listings do not guarantee compatibility with a particular peripheral, carrier, or accessory. Verify connector, pinout, driver, and power requirements for the components in your build.

Software support: check the accelerator path, not just the OS name

Libre Computer lists upstream Linux and U-Boot support, UEFI, and images or distributions including Debian, Fedora, Ubuntu, OpenSUSE, Raspbian, Lakka, CoreELEC, LibreELEC, Android (AOSP), and Armbian. The manufacturer directs users to board-specific discussion when selecting builds. Availability of an operating-system image does not mean that every image exposes the AI accelerator or provides identical camera and peripheral support.

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The manufacturer’s news index dates an Alta announcement to September 25, 2023, and lists an October 19, 2023 topic about Alta running a Teflon Mesa TensorFlow Lite delegate. That demonstrates a software topic in the manufacturer’s community, not broad model compatibility or independently measured inference speed. The news index also lists a Cottonwood firmware-update topic dated July 3, 2025, with later activity on August 6, 2025; it does not provide enough detail to identify what changed or establish a current firmware version. Libre Computer news index.

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  • Open Software Standard: Libre Computer platforms run standard ARMv8 (64-bit) code from major Linux distributions, pre-compiled open source bootloaders provided for rapid design and deployment

Libre Computer states that the board has 20 years of software support. The product page does not define the term’s start and end dates or service terms, so treat it as a manufacturer lifecycle statement rather than a precisely dated support commitment.

Power, size, and storage considerations

Libre Computer publishes power figures of 10W at full load, 7.5W at typical load, under 1.5W at idle, and under 0.3W in wake-ready mode. The product page does not state test conditions; these are manufacturer-published figures, not independent measurements or a guarantee of consumption in a particular enclosure or workload. Confirm that the supply and thermal setup suit your intended use.

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  • LATEST SOFTWARE SUPPORT: Libre Computer provides the latest Ubuntu 23.04 and 22.04 LTS along with Debian 12/Raspbian 11 support with hardware-accelerated video playback and 3D graphics. Upstream software stack featuring the latest Linux 6.x with open source graphics and video libraries. Boards images features standardized bootloaders with UEFI support and behaves similar to a standard computer.
  • HIGH PERFORMANCE DESIGN: Quad 64-bit 1.4GHz ARM Cortex-A53 Processors, 4K Ultra HD ARM Mali-450 GPU, 2GB of High Bandwidth DDR4, 4K 60FPS High Dynamic Range Display Engine for H.265 HEVC, H.264 AVC, VP9 Hardware Decoding and 1080P 60FPS H.264 Harware Encoding, Up to 40% faster than Raspberry Pi 3.
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  • HARDWARE EXTENSIBILITY: 40 Pin header enables hardware re-use by maintaining RPi compatible alternate pin functions like SPI, I2C, PWM, UART, and GPIO. Additional design features include ultra high speed (UHS) Micro SD card support, onboard IR, ADC header, eMMC module expansion connector, and more. Form-factor compatible for easy migration from Raspberry Pi 3 designs. See libretech-wiring-tool for more.
  • OPEN SOFTWARE STANDARD: Libre Computer platforms run standard ARMv8 (64-bit) code from all major Linux distributions. Pre-compiled open source bootloaders are provided to strap any distribution, Buildroot, or Yocto images for rapid design and deployment. This platform runs standard Linux distribution kernels and an optimized Linux tree is available on GitHub.

The board follows Libre Computer’s CC standard and measures 85 × 56 × 20mm. Storage options listed are MicroSD and an eMMC 5.x interface for Libre Computer modules; no particular module or capacity is specified on the product page. Choose storage based on your operating-system image, model files, logging needs, and the module’s compatibility.

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Price and whether Alta fits your project

Libre Computer lists an MSRP of $105 for the 2GB model and $145 for the 4GB model. These are manufacturer-published prices, not verified live retail prices; stock, shipping, and current retailer availability are not established by the product listing.

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The manufacturer also catalogs the Solitude AML-S905D3-CC, a lower-priced Cottonwood board listed with a 1.2 TOPS NPU and MIPI CSI/DSI. The ratings are manufacturer specifications, not results from a common benchmark, so the numbers do not establish a proportional performance difference. Compare the actual CPU and GPU needs, memory configuration, interfaces, software path, power requirements, and current price for your project rather than choosing on TOPS alone. Libre Computer’s Solitude product page.

  • Alta is worth evaluating if your design needs its listed camera interface, accelerator, memory option, or I/O and you can confirm the camera and software stack you need.
  • Pause before buying if the project depends on a specific camera sensor, AI framework, model, or measured frame rate that you have not verified on this board.
  • Choose the memory variant deliberately: the listed options are 2GB and 4GB LPDDR4; the product page does not claim a workload-specific memory recommendation.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

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