CausalCircuit is a dataset designed to guide research into causal representation learning – the problem of identifying the high-level causal variables in an image together with the causal structure between them.

Enables the study of visual understanding with Vision-Language Models (VLMs) to answer questions about events occurring in videos.

Sound design is an important part of creating the six degrees of freedom (6DoF) required for the best immersive experience for your users. The Qualcomm® 3D Audio Plugin is a binaural spatial audio plugin for Unity, ideal for XR(AR/VR) experiences and games.

A comprehensive set of ready-to-use AI functions and tools provided as both standard OpenAI APIs, and an easy-to-use Python SDK. It also includes sample applications, agents, tools, and libraries for developing and deploying AI inference on premises or via cloud deployments.

Cloud AI SDKs enable developers to optimize trained deep learning models for high-performance inference on Qualcomm® Cloud AI 100 accelerators.The Cloud AI SDKs provide workflows to optimize the models for best performance, provides runtime for execution and supports integration with ONNX Runtime and Triton Inference Server for deployment.

The Qualcomm Broadcast SDK gives developers the power to bring Broadcast connectivity and content to their apps. This resource includes the APIs, tools, and documentation to develop and test Broadcast applications for Android-based mobile devices with broadcast service capabilities.

The Qualcomm® Autonomy and Advanced Driver Assistance (ADAS) SDK (previously known as FastADAS) is designed to allow your Snapdragon Ride™ platform and ADAS systems to operate at peak efficiency and minimum latency. Developers can use this SDK to optimize and reduce the end-to-end latency of their most critical pipelines to accelerate their algorithms and systems. The SDK is a C/C++ programming API comprised of binary libraries and header files.The Qualcomm ADAS SDK is comprised of many features and is continually growing. Details of current features can be found in theAPI Referencesection.

Ubuntu on Qualcomm® IoT Platforms emerges from a strategic collaboration between Qualcomm Technologies and Canonical, delivering optimized Ubuntu images specifically for Qualcomm IoT platforms. This initiative is designed to cater to a wide array of device applications at the intelligent edge.

The Qualcomm Automotive Connectivity team has developed a Connectivity Thermal Tool to support customers in evaluating thermal performance under various conditions. Contact Lance Watson and Santosh Kumar Tirunagari who supported this tool. His team can investigate why the customer got the response for support on this.

Linux offering for IoT development with LTS Kernel, multi-SoCs support, focused on upstream compliance. Qualcomm Linux is a comprehensive package of software, tools, and documentation meticulously designed for Qualcomm's IoT platforms. It offers a unified Linux distribution that caters to multiple System-on-Chips (SoCs), featuring essential components such as the UEFI bootloader, the latest Long-Term Support (LTS) kernel, Yocto, and carefully selected drivers. This ensures a consistent and seamless developer experience across all targets. The Qualcomm Linux software stack extends support to all processors, subsystems, and components within the platform, encompassing the CPU, GPU, VPU, DPU, NPU, PMICs, and more. It extensively utilizes upstream open-source software (OSS) while incorporating

Android on Dragonwing is an enterprise-ready Android OS, backed by a board support package (BSP) with exclusive optimizations that work across our portfolio of Qualcomm DragonwingTM processors. Use Android on Dragonwing to take advantage of 5G, Wi-Fi, and Bluetooth® wireless connectivity, and its high-performance CPU, GPU, and NPU, to build responsive, power-efficient solutions for industrial, retail, and edge AI.

For developers, Qualcomm Technologies provides the Snapdragon® Telematics Application Framework (TelAF), a unified development environment including SIM management, peripheral device connections, and APIs for building cloud-connected apps and services. The framework is a set of build/debug/code-generation tools and support designed to simplify application development. Open source and scalable, the application framework allows developers to use telematics functionality across all platforms in the Snapdragon® Digital Chassis™, reducing costs and complexity when developing cloud-based applications and services. Based on the Yocto Linux distribution, this feature-rich set of tools provides developers with common APIs for integrating technology features such as 5G, location services, memory

IoT Solutions Microservices brings containerized IoT to edge development so you can quickly build on-device IoT applications that are easy to deploy and manage.

Generative AI models such as large language models (LLMs) and large vision models (LVMs) contain multiple binaries after optimization due to their complexity and larger size. These binaries require a specific order of execution to utilize the processing power of a Neural Processing Unit (NPU). With Gen AI Inference Extensions (GENIE), you can streamline on-device Gen AI models in a single execution job. GENIE simplifies Gen AI inferencing at the edge by providing software library commands and resources integrated with Qualcomm®AI Engine direct. Qualcomm AI Hub supports GENIE, offering optimized models and sample apps on how to use Gen AI Inference Extensions (GENIE) to executeLLMs. A single SDK download includes the Qualcomm Neural Processing SDK, Qualcomm AI Engine direct SDK, and

Welcome to use the Qualcomm® Intelligent Robotics Product SDK (QIRP SDK) 2.0. This SDK is applicable to the Qualcomm® Linux releases. QIRP SDK is a collection of components that enable a developer to realize robotics features on Qualcomm Platforms.

Qualcomm® Intelligent Multimedia Product Software Development Kit (QIMP SDK) is a powerful and unified solution designed to empower application developers in the Internet of Things (IoT) space. Product SDKs combine several functional SDKs making it easy for you to build your applications.

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

The Snapdragon Game AI SDK is Qualcomm’s first dedicated gaming toolkit, enabling developers to build real‑time, low‑latency, on‑device AI experiences on Snapdragon‑powered Android and Windows devices. It provides a set of local AI inference features optimized for Qualcomm’s Hexagon NPU and integrated with the Unreal Engine™ Andy Michel

A portfolio of Windows software that is supported on our IoT platforms to accelerate and run your Windows-based apps on devices powered by our Dragonwing IoT chipsets.

MRTK (Mixed Reality Toolkit) is a trusted framework for building immersive, cross‑platform XR applications using shared input, spatial UI, and interaction components. Now also available for Android XR, MRTK supports XR devices like Samsung Galaxy XR while enabling developers to continue using both MRTK3 and existing MRTK2 workflows.