EnvisEdge
vision_ui
EnvisEdge | vision_ui | |
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2 | 1 | |
135 | 50 | |
- | - | |
3.5 | 3.2 | |
10 months ago | over 2 years ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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EnvisEdge
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A new way to build decentralised recommendation engines for the creator economy
Hear me out on what I think a truly decentralised content curation.
Twitter, FB (Meta), Youtube everyone harvests user data and train their recommendation engines which are then monetised by them (often unfairly).
In the future, the data stays on the users' devices and anyone can train their models by asking the user for the consent. THe data never leaves the device and ML models get trained on user device itself. The users get to choose from a host of recommendation choices and can ask for payment in return for using their data. So no one party can build a monopoly over the platform.
Check out a cool project I have been working on to solve this https://github.com/NimbleEdge/RecoEdge
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Ask HN: What cutting-edge technology do you use?
Edge computing for machine learning. Instead of running ML models on the cloud, I train them on user's device, ask these devices to offload computation between each other and give me the best performance out there. I have my own local cloud formed by my laptop, smartphone and ipad.
I built out the library for these myself, checkout https://github.com/NimbleEdge/RecoEdge
vision_ui
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Demo of OpenCV AI Kit and Unity by Satya Mallick (OpenCV CEO)
Thanks! The demo runs real-time, and 2 NNs are running on the device; First palm detection and then palm landmarks detection. The demo is also opensourced, link here.
What are some alternatives?
exodus - Platform to audit trackers used by Android application
awesome-hand-pose-estimation - Awesome work on hand pose estimation/tracking
Converter - Typescript to Scala.js converter
oakestra - A Lightweight Hierarchical Orchestration Framework for Edge Computing
privacy - Library for training machine learning models with privacy for training data
rtl-sdr-blog - Modified Osmocom drivers with enhancements for RTL-SDR Blog V3 and V4 units.
spotlight - Deep recommender models using PyTorch.
Quill - Compile-time Language Integrated Queries for Scala
Scala.js - Scala.js, the Scala to JavaScript compiler