AWS DeepLens | Product Details Flashcards
How can I get a AWS DeepLens?
Product Details
AWS DeepLens | Machine Learning
Currently, AWS DeepLens is available to select participants of AI/ML sessions at AWS re:Invent 2017, and is available for pre-order at: Amazon.com
What are the product specifications of the device?
Product Details
AWS DeepLens | Machine Learning
Intel Atom® Processor
Gen9 graphics
Ubuntu OS 16.04 LTS
106 GFLOPS performance
Dual band Wi-Fi
8GB RAM
16GB memory
Expandable storage via microSD card
4MP camera with MJPEG
H.264 encoding at 1080p resolution
2 USB ports
Micro HDMI
Audio out
What deep learning frameworks can I run on the device?
Product Details
AWS DeepLens | Machine Learning
AWS DeepLens is optimized for Apache MXNet. Support for TensorFlow and Caffe will be available in the future.
What kind of performance can I expect with AWS DeepLens?
Product Details
AWS DeepLens | Machine Learning
Performance is measured on images inferred per second and latency. Different models will have varying inference per second. The baseline inference performance is 14 images/second on AlexNet, and 5 images/second on ResNet 50 for batch size of 1. The characteristics of the network that the DeepLens is connected to will determine the latency performance.
