物啟科技有限公司

物啟科技有限公司由香港中文大學学者創建，致力於成為嵌入式AI技术的全球引领者，為物聯網設備提供一站式AI解決方案。物啟科技專注於市場上嵌入式AI的痛點：智能、可靠性、和隱私保證等特性的缺失。憑藉先進的嵌入式AI技術，物啟科技將為健康、自動駕駛、物聯網等多個領域帶來颠覆性的嵌入式AI技术，提高生活質量，為社會增添福祉。
發展階段｜STAGE OF DEVELOPMENT: Growth & Scaling
團隊成員｜Team Member(s):

邢國良 信息工程學系教授
帥先 研究院信息工程學哲學博士生
謝志渊 研究院信息工程學哲學博士生

Our core technologies include:

1. Deep model optimization: We design a holistic framework for embedded AI models, which includes data dimension reduction, few-shot learning, model compression etc, to build lightweight models for a wide range of embedded platforms.

2. Real-time inference: We develop a real-time scheduling framework which can support 10+ real-time deep learning tasks to run concurrently via CPU-GPU co-optimization, while 3x faster than the SOTA.

3. On-device learning: We design a novel cluster-based federated learning framework, which can keep data local while training. Therefore, this on-device learning paradigm can protect user’s privacy. Also, it can be deployed for large-scale IoT systems.

4. Novel algorithms for next-generation sensors. Next-Gen sensors require novel algorithms for specific data processing and applications. We have 10+ years of experience in developing advanced algorithms for next-gen sensors such as depth sensors, mmWave radars, and LiDARs.

如何解決市場痛點 | RESPONSE TO MARKET PAIN POINTS:

1. Our deep model optimization technologies can Minimize resource usage of deep learning models that can be trained with minimal data.

2. Our capability of real-time inference can enable accurate inference within bounded delay.

3. Our on-device learning technologies can preserve users’ data privacy.

現時或曾經參與之創業培育計劃 ｜ INCUBATION PROGRAMME:

1.     Technology and Business Development Fund (CUHK): HKD 200,000

2.     Incu-Tech (HKSTP): HKD1,290,000

3.     Technology Start-up Support Scheme for Universities (HK gov.): HKD 600,000

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資金 Funding
創業夥伴 Partners
曝光機會 Visibility and Exposure

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