Google Cloud Platform > 实例探究 > 彻底改变图像编辑:电子商务的自动修饰解决方案

彻底改变图像编辑:电子商务的自动修饰解决方案

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技术
  • 分析与建模 - 计算机视觉软件
  • 分析与建模 - 机器学习
适用行业
  • 教育
  • 设备与机械
适用功能
  • 物流运输
  • 产品研发
用例
  • 临床图像分析
  • 预测性维护
服务
  • 云规划/设计/实施服务
  • 培训
关于客户
autoRetouch 为世界各地的时尚图像生产商(包括零售商和编辑服务商)提供服务,帮助他们增强在线商店和产品图像。
挑战
在转向电子商务的过程中,时尚零售商和营销人员需要高质量的产品图像,并进行背景去除和皮肤修饰等编辑,这非常耗时。
解决方案
autoRetouch 提供端到端自动化图像处理平台,该平台使用机器学习模型轻松定义和应用编辑,从而降低成本和交付时间。
运营影响
  • autoRetouch's partnership with Google Cloud has not only streamlined its operations but also empowered its developers with more time to work on new features by reducing operational tasks to a minimum. The company runs a continuous deployment CI/CD pipeline, allowing it to roll out fixes and new features quickly. This has resulted in faster development and eliminated the need for dedicated operations personnel. The transparent billing on Google Cloud has also provided clear insight into the company's spending, helping it understand exactly what it's spending on. Furthermore, autoRetouch's ability to easily scale to meet the requests of retailers has supported business continuity for its clients during the COVID-19 pandemic, helping them shift their business online and reduce repetitive tasks across the image editing supply chain.

数量效益
  • Up to 90% lower image retouching costs for end users through ML model training and processing on high-performance GPUs

  • Quick delivery of final images to end users by keeping processing times low whether one image is uploaded or thousands

  • Controls costs for the platform by providing easy scaling when computational load isn’t needed and per-second billing

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