Assistive technology in rehabilitation programs is vital for people with vision impairments
worldwide. The term “blind assistive technology” refers to mobility devices specifically …

Commercial ML APIs offered by providers such as Google, Amazon and Microsoft have
dramatically simplified ML adoptions in many applications. Numerous companies and …

Offering prediction APIs for fee is a fast growing industry and is an important aspect of
machine learning as a service. While many such services are available, the heterogeneity in …

Multi-label classification tasks such as OCR and multi-object recognition are a major focus of
the growing machine learning as a service industry. While many multi-label APIs are …

Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services Page 1 Losing
Confidence in Quality: Unspoken Evolution of Computer Vision Services Alex Cummaudo∗ …

Updates to Machine Learning as a Service (MLaaS) APIs may affect downstream systems
that depend on their predictions. However, performance changes introduced by these …

Intelligent services provide the power of AI to developers via simple RESTful API endpoints,
abstracting away many complexities of machine learning. However, most of these intelligent …

The vibrant markets offering data annotation services are fast-growing and play an important
part in machine learning. While many multi-label prediction services are available, it is …

Mobile devices have become the most used tool for a large number of tasks that we
regularly perform such as relating them, searching for information, and in particular for …

The development of systems following model-driven engineering can include models from
different domains. For example, to develop a mechatronic component one might need to …