Raspberry Pi AI Kit and New 2GB RPi 5 // Tech Highlight

Hackster.io, an Avnet community
28 Aug 202419:32

TLDRIn this tech highlight, the presenter excitedly unboxes the new Raspberry Pi AI Kit, designed to enhance the capabilities of the Raspberry Pi 5 with AI functionalities. The kit includes an RM.2 hat and a Halo AI acceleration module, offering 13 tera-Ops of inferencing performance. Additionally, the video introduces the new 2GB Raspberry Pi 5 at a lower price point, making it more accessible. The presenter also discusses the new 'Hat Plus' specification for Raspberry Pi accessories and shares their personal project of designing a custom case for the Raspberry Pi 5, named 'Art' after a character from the 'Murderbot Diaries' series.

Takeaways

  • 🎥 The video is a tech highlight featuring new Raspberry Pi products.
  • 🤖 The AI Kit for Raspberry Pi is showcased, which includes an RM.2 HAT+ and a Halo AI acceleration module.
  • 💾 The new 2GB Raspberry Pi 5 is introduced, offering a lower-cost option compared to the 4GB version.
  • 📈 The AI Kit provides 13 TOPS of inferencing performance and is compatible with the Raspberry Pi camera software stack.
  • 🔧 The video mentions the availability of the AI Kit for $70 and its official documentation.
  • 🛠️ The Raspberry Pi 5 is recommended to use with an active cooler for all applications, especially for AI tasks.
  • 📚 The video references a tutorial by Arnav Sharma on creating a custom Raspberry Pi 400-like device with a Raspberry Pi 5.
  • 🔗 The Halo AI acceleration module is detailed, including its model Zoo and the types of neural networks it supports.
  • 💻 The video discusses the Raspberry Pi 5's new features and specifications, including the Hat+ specification announced in December 2023.
  • 🛍️ The presenter shares their personal project of designing a custom case for the Raspberry Pi 5, named 'Art' after a sci-fi series character.

Q & A

  • What is the main topic of today's Tech Highlight?

    -The main topic of today's Tech Highlight is the unboxing and discussion of the Raspberry Pi AI Kit and the new 2GB Raspberry Pi 5.

  • What is the price of the Raspberry Pi AI Kit mentioned in the video?

    -The Raspberry Pi AI Kit is available for $70.

  • What does the AI Kit include?

    -The AI Kit includes an RM.2 HAT plus, a Halo AI acceleration module with 13 teraOps of inferencing performance, and a Raspberry Pi active cooler.

  • What types of inferencing can be done with the AI Kit?

    -The AI Kit can be used for state-of-the-art neural networks for object detection, semantic and instance segmentation, pose estimation, and facial landmarking.

  • What is the price difference between the 4GB and 2GB versions of the Raspberry Pi 5?

    -The 2GB version of the Raspberry Pi 5 is $10 cheaper than the 4GB version.

  • What is the term used to describe the unused functionality in the system on chip of the Raspberry Pi 5?

    -The term used to describe the unused functionality in the system on chip is 'dark silicon'.

  • What is the purpose of the Raspberry Pi active cooler?

    -The Raspberry Pi active cooler is designed to help manage heat and is recommended for all uses of the Raspberry Pi, especially for heavy-duty tasks like AI.

  • What is the significance of the 'Hat plus' specification mentioned in the video?

    -The 'Hat plus' specification is a new standard announced by Raspberry Pi in December 2023, which allows for forward compatibility and more flexibility in the design of HATs (Hardware Attached on Top) for Raspberry Pi.

  • What is the name of the series that inspired the name of the host's Raspberry Pi 5 computer?

    -The name of the host's Raspberry Pi 5 computer, 'Art', is inspired by the 'Murderbot Diaries' series by Martha Wells.

  • What is the price of the 2GB version of the Raspberry Pi 5?

    -The 2GB version of the Raspberry Pi 5 is priced at $50.

  • What additional resources are mentioned for learning more about the Raspberry Pi AI Kit and the Raspberry Pi 5?

    -The video mentions the official Raspberry Pi blog post, a deep dive article by Gareth on Hackaday News, and the official Halo page for the M.2 AI acceleration module as additional resources.

Outlines

00:00

🎥 Unboxing the Raspberry Pi AI Kit and Pico 2

The host kicks off the video with excitement, mentioning a previous collaboration with David Groom for Circuit Python Day. They quickly segue into the main focus of the video, which is the unboxing of the Raspberry Pi AI Kit and the new 2-gigabyte edition of the Raspberry Pi 5. The AI Kit, priced at $70, includes an RM.2 HAT+, a Halo AI acceleration module with 13 tera operations of inferencing performance, and a Raspberry Pi active cooler. The host also highlights the availability of various projects and tutorials on the Raspberry Pi, including a DIY version of the Pi 400 by Arnav Sharma. The video promises a detailed look at the AI Kit's contents and specifications, along with the new lower-memory Raspberry Pi 5 edition, which is $10 cheaper than the 4-gigabyte version.

05:01

🤖 Exploring the Raspberry Pi AI Kit Capabilities

The host delves into the capabilities of the Raspberry Pi AI Kit, emphasizing its support for multiple neural networks and concurrent camera usage. They mention the extensive model zoo available from Halo AI and the integration of neural network inferencing into the Raspberry Pi's camera applications, which simplifies the process for users. The host, Alex Glow, shares their lack of formal engineering training and expresses excitement about setting up a fully working Raspberry Pi system. They also discuss their project of designing a custom case for the Raspberry Pi, which they've named 'Art' after a character from the 'Murderbot Diaries' series by Martha Wells. The video includes a look at the documentation and resources available for the AI Kit and the new Raspberry Pi 5 specifications.

10:03

💾 Introducing the Raspberry Pi 5 2GB Edition

The host discusses the new 2-gigabyte version of the Raspberry Pi 5, which is priced at $50, $10 less than the 4-gigabyte version. They explain that the price reduction is due to both a decrease in RAM and a change in the system on chip, which has removed unused features to reduce cost. The host compares the new 2-gigabyte version with the Raspberry Pi 02W, highlighting the superior processing power and additional features of the Raspberry Pi 5, despite its higher power consumption. They also mention the availability of the Raspberry Pi 5 case with active cooling, the Raspberry Pi 5 desktop kit, and the new header-integrated Raspberry Pi 02W from Adafruit. The host shares their personal project of creating a custom 3D-printed case for their Raspberry Pi, which they plan to test and refine.

15:04

🛠 Custom Raspberry Pi Case Design and Future Plans

In the final part of the video, the host shows their work-in-progress design for a custom Raspberry Pi case on Onshape. They detail the layers and components of the case, which include space for mounting the Raspberry Pi, headers, and a dust cover. The host expresses their intention to test the case design, make adjustments for fit and airflow, and then focus on the aesthetic aspects of the case. They also unbox the 2-gigabyte version of the Raspberry Pi 5, confirming its similarity in appearance to the 8-gigabyte version. The video concludes with the host's thanks for joining and an invitation to follow their future projects and updates.

Mindmap

Keywords

💡Raspberry Pi

Raspberry Pi is a series of small single-board computers developed in the UK by the Raspberry Pi Foundation. These devices are widely used for educational purposes, DIY electronics projects, and as a low-cost alternative to traditional computers. In the video, the presenter discusses the Raspberry Pi 5, which is a newer model with enhanced capabilities, as well as the AI Kit designed to work with it.

💡AI Kit

The AI Kit mentioned in the video refers to a hardware and software package designed to enable artificial intelligence applications on the Raspberry Pi platform. It includes components like an AI acceleration module, which is used to perform complex AI tasks such as image recognition and machine learning more efficiently. The presenter is excited to unbox and explore the capabilities of this kit.

💡2GB RPi 5

The '2GB RPi 5' refers to a lower-cost version of the Raspberry Pi 5 with 2 gigabytes of RAM, as opposed to the 4GB or 8GB versions. This model is targeted at users who need less memory and are looking for a more affordable option. The video discusses how this version is $10 cheaper than the 4GB version and still offers good performance for less demanding tasks.

💡Halo AI acceleration module

The Halo AI acceleration module is a component of the AI Kit that is designed to enhance the Raspberry Pi's ability to perform AI-related tasks. It offers 13 tera operations of inferencing performance and is fully integrated into the Raspberry Pi's camera software stack, allowing for advanced AI functionalities without the need for extensive additional setup or configuration.

💡Inferencing

Inferencing in the context of AI refers to the process of making predictions or decisions based on a trained machine learning model. The Halo AI acceleration module is capable of performing inferencing, enabling the Raspberry Pi to run complex AI models for tasks such as object detection and facial recognition, as highlighted in the video.

💡Model Zoo

A 'Model Zoo' is a collection of pre-trained machine learning models that can be used as a starting point for various AI applications. In the video, the presenter mentions that the Halo AI acceleration module comes with a Model Zoo, providing users with a variety of AI models that can be utilized with the Raspberry Pi.

💡Raspberry Pi active cooler

The Raspberry Pi active cooler is a cooling solution designed to help manage the heat generated by the Raspberry Pi, especially during intensive tasks like AI processing. The presenter discusses the recommendation to use this cooler with the Raspberry Pi 5 for all uses, not just for heavy-duty tasks, to ensure stable and efficient operation.

💡RM.2 Hat

An RM.2 Hat is a specific type of expansion board designed for the Raspberry Pi that connects via the RM.2 interface. In the video, the presenter unboxes an AI Kit that includes an RM.2 Hat, which is part of the hardware setup for integrating AI capabilities with the Raspberry Pi.

💡Hat Plus

Hat Plus is a new specification for Raspberry Pi expansion boards announced in December 2023. It allows for electrical compatibility with the standby power state and is designed for forward compatibility with future Raspberry Pi models. The presenter discusses the Hat Plus specification in the context of the new AI Kit components.

💡Dark Silicon

Dark Silicon refers to the unused or 'dark' parts of a microprocessor that are not activated or are not needed for the specific tasks the device is designed to perform. In the video, the presenter explains how the Raspberry Pi 5's system on chip has removed unnecessary dark silicon to reduce cost, resulting in a more affordable 2GB version.

Highlights

Unboxing the Raspberry Pi AI Kit, which includes an RM.2 HAT plus and a Halo AI acceleration module.

Introduction of the new 2GB Raspberry Pi 5 at a lower price point.

The AI Kit offers 13 tera-operations of inferencing performance integrated into Raspberry Pi's camera software stack.

The Raspberry Pi AI Kit is available for $70 and comes with a getting started guide and extensive documentation.

The Raspberry Pi 5 2GB Edition is $10 cheaper than the 4GB version due to reduced memory and a less feature-rich SoC.

Recommendation to use the Raspberry Pi active cooler for all uses of the Raspberry Pi 5.

The AI Kit is designed to work with the Raspberry Pi's camera software for object detection, semantic segmentation, and more.

The Halo AI acceleration module is pre-mounted on the RM.2 HAT for easy setup.

The Raspberry Pi community offers a variety of projects and tutorials, including a DIY Pi 400 project.

The new Raspberry Pi 5 2GB version is not just cheaper but also has a SoC with disabled features not needed for their OS.

The Raspberry Pi 5 desktop kit includes a keyboard, mouse, and the official beginners guide.

Comparison between the Raspberry Pi 5 2GB and the Pi 02W, highlighting the processing power differences.

Adafruit's new product introduction mentions the Pi 02W now coming with a header for easier use.

The host, Alex, is designing a custom 3D printed case for the Raspberry Pi 5 named 'Art' after a sci-fi series.

The Halo AI acceleration module supports running multiple neural networks on single or multiple cameras concurrently.

The RM.2 HAT plus is a new specification announced in December 2023 for forward compatibility.

The host plans to integrate the AI Kit with the Raspberry Pi 5 and create a modular case for various add-ons.

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