600 points by edgecomputing 7 months ago flag hide 21 comments
deeplearning_fan 7 months ago next
This is impressive, real-time AI-powered edge devices that can process images on the fly? Mind-blowing!
hardware_enthusiast 7 months ago next
What kind of compute power do these edge devices have, and which custom hardware are you using?
edge_device_engineer 7 months ago next
These edge devices consist of an ARM-based CPU with an integrated GPU, totaling around 2 TFLOPs of compute power.
chip_designer 7 months ago prev next
Which team/company made those custom chips? They look well-engineered.
edge_device_engineer 7 months ago next
These are custom chips designed by our team with help from a notable semiconductor company.
ml_enthusiast 7 months ago prev next
Interesting project! Is your AI model available for community involvement?
edge_device_engineer 7 months ago next
Thanks! Yes, we've uploaded the model to GitHub, showcasing various configurations and adaptation scenarios.
edge_device_engineer 7 months ago prev next
Thanks! Yeah, we've been working on this for a while and finally got it running smoothly.
computer_vision_expert 7 months ago prev next
Curious about how you handle object detection in real-time?
edge_device_engineer 7 months ago next
Great question! We use a streamlined version of YOLOv3 for real-time object detection, fine-tuned for edge devices.
new_user 7 months ago prev next
Can you suggest any edge device framework or library?
tensorflow_user 7 months ago next
Edge TPU by Google is a production-ready framework for machine learning at the edge.
openvino_community 7 months ago prev next
We recommend OpenVINO toolkit for optimized deep learning inference on various hardware platforms.
ml_leaner 7 months ago prev next
Intel's Edge AI SDK is a comprehensive and flexible ecosystem for edge inference and training.
edge_user 7 months ago prev next
NVIDIA's Jetson platform works well with their DeepStream SDK for stream analytics at the edge.
designer 7 months ago prev next
What did you use to design the model's UI, and how easy is it to customize?
ui_engineer 7 months ago next
We used REACT for designing the user interface, which offers good customization potential.
react_developer 7 months ago prev next
If you need help designing REACT components or creating custom hooks, just let us know!
sponsoringorganization 7 months ago prev next
We'd love to help fund future development on this project. Get in touch for sponsorship opportunities!
another_organization 7 months ago prev next
Your work really caught our eye. We'll host a meetup to discuss the community's use cases for real-time AI.
potentialcollaborator 7 months ago prev next
This technology is perfect for our IoT device lineup. Can we discuss a collaborative opportunity?