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    クラウドゲーミングAI
    AIの深層学習を活用して、クラウドゲーミングのビデオ品質を向上させ、伝送の遅延を低減し、ユーザーエクスペリエンスを向上させます。
    ▼ 低解像度▼ 高解像度
    Overview of Edge AI Super-Resolution Technology
    Based on Well-Link self-developed edge AI super-resolution technology, it utilizes the computational power of mobile phone chips to enhance the image quality in real-time from 720P or 1080P to 2K resolution.
    Core Advantages
    • The Well-Link utilizes server-side rendering of a 720P image and synchronizes it to the edge through super-resolution to achieve a 2K resolution. Compared to rendering at 1080P, this reduces the hardware stress by 30% and bandwidth by 30%, while providing end-users with efficient real-time and better image quality.
    • Well-Link is the first to use deep learning for super-resolution in the gaming industry. In large-scale production of AAA games, it can maintain a stable frame rate of 60FPS. The proprietary model can be fine-tuned according to the device to achieve the best results.
    • Additionally, Well-Link has filed 10 patents related to this technology.
    The principle of super-resolution (SR)
    When the resolution of the image is lower than that of the display device (such as a smartphone or computer screen), the display device will directly enlarge the image and fill in the missing pixels through interpolation. Super-resolution can help compensate for the missing high-frequency information in the image, making it appear sharper and clearer.
    Traditional Display Logic
    Traditional Display Logic
    Super Resolution Display Logic
    Super Resolution Display Logic
    Power Consumption
    • On iOS devices, the additional power consumption for super-resolution is typically around 10-15%.
    • On Android devices, the additional power consumption can range from 20-40%, but it can vary significantly depending on the device manufacturer and customized operating system.
    Technical requirements
    Software
    1. To integrate with Well-Links super-resolution SDK, you will need to establish a connection and follow the provided documentation and guidelines for implementation.
    2. The super-resolution technology currently supports native applications only and does not support web-based applications.
    Hardware
    • Apple device
      1. Iphone11 and above
      2. Ipad10
      3. Ipad mini 6th Gen
      4. Ipad air 4th Gen
      5. Ipad air 5th Gen
      6. Ipad Pro 3nd/4th/5th/6th Gen
    • Android device support following chipset
      1. Qualcomm Snapdragon8 Gen1/8+ Gen1
      2. Qualcomm Snapdragon8 Gen2
      3. Qualcomm Snapdragon8 Gen3
      4. Qualcomm Snapdragon 888/888+
      5. MediaTek Dimensity 9000
      6. MediaTek Dimensity 9200
      7. MediaTek Dimensity 9300