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Notebook to learn about shallow artificial neural networks (perceptrons, MLPs) and how to train them (first with own code, then with PyTorch).
depth estimation using tensorflow
Python notebook on computational effort
Notebook for learning about the training of deep neural networks, explaining - and letting you interact with - things like momentum, adam optimization, and convolutional neural networks.
Jupyter notebook in which students can learn to evolve the controller for the AI gym continuous cart problem.
Motion-based MAV detection using dense optical flow
MATLAB files used to simulate optical flow based landing and hover maneuvers. The files implement various landing strategies, including the ones that allow a robot to see distances with just a single camera.
In this notebook, we will go into the fundamental challenges when using optical flow observables for control.
This notebook explains how optical flow can be estimated based on image pairs.
Lecture on optical flow and corresponding Python exercises
Paparazzi is a free and open-source hardware and software project for unmanned (air) vehicles. This is the main software repository.
Message and communication library for the Paparazzi UAV system
Notebook to learn about Reinforcement Learning with the mountain car example from AI gym.
This notebook is about Receiver Operating Characteristic (ROC) curves.
Notebook that explains self-supervised learning with exercises
Python notebook with explanation of and exercises with some basic concepts on spiking neural networks and their training.
Jupyter notebook for getting to know the basics of stereo vision
Python notebook to get some initial explanation on swarm robotics and play with a simple swarming algorithm.
Some undistortion functions in Python, notably using the invertible Dhane function.
Tiny notebook to get some insight into the YUV color space
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.