Speed 3D Inc. Debuts Picbot Edge On-Device AI Portraits at Computex 2026

• Speed 3D Inc., a Taiwan-based edge AI and computer vision company, debuted Picbot Edge at Computex 2026, held June 2-4, 2026 at the W Hotel Taipei, as part of Qualcomm Technologies' official showcase.

• Picbot Edge is an on-device generative AI image system running on PCs powered by the Qualcomm Snapdragon X2 Elite processor, using the Snapdragon's Hexagon NPU (Neural Processing Unit) for inference.

• The system generates stylized portraits, including watercolor and realistic painting styles, in under 30 seconds, entirely on-device with zero cloud dependency.

• Speed 3D also co-exhibited an "AI Smart Beauty Mirror" with PEGATRON at Computex 2026, applying the same on-device AI architecture to virtual try-on for colored contact lenses, makeup, and hair color.

Background: Speed 3D and Picbot Edge

Speed 3D Inc. is a Taiwan-based edge AI and computer vision company. Picbot Edge is its on-device generative AI image system, running on PCs with the Qualcomm Snapdragon X2 Elite processor and generating images via the chip's Hexagon NPU, without relying on a GPU or cloud server.

Computex 2026 Debut Details

Picbot Edge made its world debut at Computex 2026, hosted at the W Hotel Taipei from June 2-4, as part of Qualcomm Technologies' official showcase. The system generates real-time stylized portrait images, including watercolor and realistic painting styles, entirely on-device with zero cloud dependency. Users receive a fully rendered, stylized image of themselves within seconds, produced by Speed 3D's proprietary AI models running natively on PCs with the Snapdragon X2 Elite.

Speed 3D's AI stack, which includes proprietary facial landmark detection, identity-preserving image generation, and style transfer models, runs entirely within the on-chip compute resources of the Snapdragon X2 Elite. The system requires no internet connection, produces no cloud data transfer, and operates in real time under live event conditions.

Technical Development

Speed 3D began with an unproven premise: that the Hexagon NPU in the Snapdragon X2 Elite processor could support real-time, on-device AI image generation. In bringing generative image inference to this platform, the company entered largely uncharted territory, without an established playbook or proven benchmarks to guide development.

Working closely with Qualcomm Technologies engineers, Speed 3D conducted extensive testing to understand and navigate the unique constraints and capabilities of the Hexagon NPU architecture. The team rebuilt its inference pipeline from the ground up, optimizing every stage to fully leverage the performance of the Hexagon NPU. With this foundation in place, Speed 3D then fine-tuned its proprietary style models to achieve its desired level of visual fidelity and artistic quality. The result is a system capable of generating stylized portraits in under 30 seconds, entirely on-device, without reliance on a GPU or cloud infrastructure, and running on standard AI PC hardware.

"This is what edge AI looks like when it actually works," said Marvin Chiu, Founder and CEO of Speed 3D Inc. "The reason we use edge AI is because it is fast, cost-effective, and private. It is suitable for industries such as security, healthcare, and finance. It is the future and the future is now."

AI Smart Beauty Mirror: Co-Exhibited with PEGATRON

In addition to Picbot Edge, Speed 3D co-exhibited an "AI Smart Beauty Mirror" application with PEGATRON at Computex 2026. The solution combines Picbot Edge AI technology with an interactive smart display, delivering virtual try-on experiences for colored contact lenses, makeup, and hair color. Built on a fully on-device AI architecture, the system performs real-time personalized image analysis and style generation with no cloud transfer, demonstrating the commercial potential of edge AI in smart retail and beauty tech.

FAQ

Q: What is Picbot Edge? A: Picbot Edge is Speed 3D Inc.'s on-device generative AI image system that generates stylized portraits in seconds without a cloud or internet connection.

Q: What hardware does Picbot Edge run on? A: Picbot Edge runs on PCs with the Qualcomm Snapdragon X2 Elite processor, using the chip's Hexagon NPU for AI inference.

Q: How long does it take to generate a portrait? A: The system generates a stylized portrait in under 30 seconds, entirely on-device.

Q: Does Picbot Edge require an internet connection? A: No. Image generation runs entirely on-device, with zero cloud dependency and no internet connection required.

Q: What other applications has Speed 3D shown alongside Picbot Edge? A: Speed 3D co-exhibited an "AI Smart Beauty Mirror" with PEGATRON at Computex 2026, applying Picbot Edge technology to virtual try-on for colored contact lenses, makeup, and hair color.

About Speed 3D Inc.

Speed 3D Inc. is a Taiwan-based edge AI and computer vision company focused on developing and deploying on-device generative AI image technology.