At the Huawei Developer Conference 2020 (Cloud) – HDC.Cloud, Huawei introduces the company achievements it has made in computer vision.
During the Developer Conference 2020 (Cloud), Huawei has released the Computer Vision Plan and invited global AI experts to participate in the research. The Atlas AI computing platform powered by Huawei Ascend AI processors will provide powerful computing to support this plan.
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The Vision Plan incorporates six sub-plans:
- Data Iceberg Plan: Use a small amount of annotated data to unleash the potential of massive unannotated data and support model training in small sample scenarios.
- Data Magic Cube Plan: Use multi-modal quantification, alignment, and fusion strategies to enhance the learning capability of models in real-world scenarios.
- Model High-touching Plan: Build large models on the cloud to explore the performance limits of various vision tasks.
- Mode Slimming Plan: Build efficient computing models on the device side to help various chips complete complex inference.
- Generic Vision Plan: Define vision pre-training tasks to build generalized vision models.
- V-R Integration Plan: Direct computer vision to real artificial intelligence via virtual-real integration.
Professor Tian Qi released the Huawei Computer Vision Plan. “Huawei will continue extensive investment in basic research, tackling the three fundamental obstacles to efficiently mine knowledge from massive data, design efficient models for visual recognition, and represent and store knowledge. Conquering the obstacles will help drive general intelligence.”