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  1. Andrey Ignatov

    AI Benchmark 5.1.1 Mobile Released

    What's New: Updated Qualcomm QNN and MediaTek Neuron delegates. Enhanced stability and accuracy of the power consumption test. Various bug fixes and performance improvements. Download this release from the official website or from the Google Play store. Feel free to discuss AI Benchmark...
  2. Andrey Ignatov

    AI Benchmark V5 Scores Updates

    Detailed AI Benchmark V5 results were released for over 50 IoT, smartTV and automotive platforms: https://ai-benchmark.com/ranking_IoT https://ai-benchmark.com/ranking_IoT_detailed The results of the recently presented mobile chipsets including the Snapdragon 8 Gen 3, Dimensity 9300, Google...
  3. Andrey Ignatov

    AI Benchmark 5.1.0 Mobile Released

    What's New: Added new NPU power consumption test. Updated TFLite runtime. Updated TFLite GPU, NNAPI, Qualcomm QNN, Hexagon NN and Samsung ENN delegates. Updated in-app ranking table. Various bug fixes and performance improvements. Download this release from the official website or from the...
  4. Andrey Ignatov

    AI Benchmark 5.0.3 Mobile Released

    What's New: Updated TFLite GPU, Qualcomm QNN, MediaTek Neuron and Hexagon NN delegates. Updated in-app ranking table. Various bug fixes and performance improvements. Download this release from the official website or from the Google Play store. Feel free to discuss AI Benchmark results in...
  5. Andrey Ignatov

    AI Benchmark V5 Phone Scores Updates

    Detailed AI Benchmark V5 results were released for over 750 Android devices: https://ai-benchmark.com/ranking https://ai-benchmark.com/ranking_detailed Historical results for previous AI Benchmark versions are still available in our archive section: v4.0.3 (year 2021)...
  6. Andrey Ignatov

    Bokeh Effect Rendering Challenge

    All questions related to Bokeh Effect Rendering Challenge can be asked in this thread
  7. Andrey Ignatov

    Real-Time Video Super-Resolution Challenge

    All questions related to Real-Time Video Super-Resolution Challenge can be asked in this thread.
  8. Andrey Ignatov

    Monocular Depth Estimation Challenge

    All questions related to Monocular Depth Estimation Challenge can be asked in this thread.
  9. Andrey Ignatov

    Learned Smartphone ISP Challenge

    All questions related to Learned Smartphone ISP Challenge can be asked in this thread.
  10. Andrey Ignatov

    Real-Time Image Super-Resolution Challenge

    All questions related to Real-Time Image Super-Resolution Challenge can be asked in this thread.
  11. Andrey Ignatov

    Mobile AI Workshop General Organization Questions

    Any questions related to general MAI Workshop and Challenges organization can be asked in this thread.
  12. Andrey Ignatov

    AI Benchmark 5.0.1 Mobile Released

    What's New: New models and tasks: 4K Video Super-Resolution, Image Denoising, Question Answering, Object Tracking, Depth Estimation, etc. Updated TFLite NNAPI, GPU, Hexagon NN and MediaTek Neuron delegates. Added Qualcomm QNN delegate for direct inference on Snapdragon DSPs, HTPs and GPUs...
  13. Andrey Ignatov

    AI Benchmark Nightly 08.21 Released

    Starting from version 4.0.4, we release AI Benchmark Nightly builds for ML developers every month. Compared to the standard version, AI Benchmark Nightly: is built with the latest TensorFlow Lite nightly runtime, provides support for the full range of TensorFlow ops, contains the newest...
  14. Andrey Ignatov

    CVPR Mobile AI Workshop @ Live on YouTube

    We are happy to announce that the Mobile AI Workshop organized in conjunction with the CVPR 2021 conference will be streamed live on YouTube and available for everyone! During this event, you will see tutorials from all major mobile SoC vendors including MediaTek, Samsung, Qualcomm, Huawei...
  15. Andrey Ignatov

    Live @ MAI Workshop - Leave your questions to the speakers in this thread!

    We are happy to inform you that the Mobile AI Workshop will be streamed live on YouTube and thus available for everyone! If you have any questions to the speakers / companies delivering talks at this event, you can leave them in this thread. After each talk, we will be checking the forum and...
  16. Andrey Ignatov

    Mobile AI 2021 Challenge Results and Papers Released

    The final results and solutions obtained in the Mobile AI 2021 Challenges are now available online: Learned Smartphone ISP on Mobile NPUs: https://arxiv.org/pdf/2105.07809.pdf Fast Camera Image Denoising on Mobile GPUs: https://arxiv.org/pdf/2105.08629.pdf Real-Time Quantized Image...
  17. Andrey Ignatov

    AI Benchmark Nightly 05.21 Released

    Starting from version 4.0.4, we release AI Benchmark Nightly builds for ML developers every month. Compared to the standard version, AI Benchmark Nightly: is built with the latest TensorFlow Lite nightly runtime, provides support for the full range of TensorFlow ops, contains the newest...
  18. Andrey Ignatov

    AI Benchmark Nightly 03.21 Released

    Starting from version 4.0.4, we release AI Benchmark Nightly builds for ML developers every month. Compared to the standard version, AI Benchmark Nightly: is built with the latest TensorFlow Lite nightly runtime, provides support for the full range of TensorFlow ops, contains the newest...
  19. Andrey Ignatov

    AI Benchmark 4.0.4 Mobile Released

    What's New: TFLite NNAPI, GPU, XNNPACK and Hexagon NN delegates are updated to their latest builds. Samsung Eden Delegate is updated to version V2. Integrated new MediaTek Neuron Delegate. Various bug fixes and performance improvements. Download this release from the official website or from...
  20. Andrey Ignatov

    High Dynamic Range Challenge

    All questions related to High Dynamic Range Challenge can be asked in this thread.
  21. Andrey Ignatov

    Real-Time Camera Scene Detection Challenge

    All questions related to Real-Time Camera Scene Detection Challenge can be asked in this thread.
  22. Andrey Ignatov

    Monocular Depth Estimation Challenge

    All questions related to Monocular Depth Estimation Challenge can be asked in this thread.
  23. Andrey Ignatov

    Real-Time Video Super-Resolution Challenge

    All questions related to Real-Time Video Super-Resolution Challenge can be asked in this thread.
  24. Andrey Ignatov

    Real-Time Image Super-Resolution Challenge

    All questions related to Real-Time Image Super-Resolution Challenge can be asked in this thread.
  25. Andrey Ignatov

    Real Image Denoising Challenge

    All questions related to Real Image Denoising Challenge can be asked in this thread.
  26. Andrey Ignatov

    Learned Smartphone ISP Challenge

    All questions related to Learned Smartphone ISP Challenge can be asked in this thread.
  27. Andrey Ignatov

    Mobile AI Workshop General Organization Questions

    Any questions related to general MAI Workshop and Challenges organization can be asked in this thread.
  28. Andrey Ignatov

    AI Benchmark 4.0.3 Mobile Released

    What's New: TFLite XNNPACK delegate is now enabled by default for CPU inference. Updated Qualcomm Hexagon NN and Samsung Eden NN libraries. GPU acceleration is now available for quantized neural networks. Various enhancements and performance improvements. Download this release from the Google...
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