AWS DeepLens
AWS DeepLens is a deep learning-enabled video camera that lets you run machine learning models directly on the device. It serves as a hardware platform for prototyping and testing computer vision applications in real-time environments without relying on cloud processing for every frame.
This setup suits developers building edge AI prototypes who want physical hardware integration. However, there is no free tier available, so you will pay as you go for usage. This pay-as-you-go model means costs accumulate immediately, requiring careful budget tracking since there is no initial free allowance to offset early experimentation expenses.