iterative-grabcut
machine_learning_basics
iterative-grabcut | machine_learning_basics | |
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0.0 | 0.0 | |
over 2 years ago | 3 months ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | MIT License |
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iterative-grabcut
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ModNet, a state-of-the-art model for image matting in 2021. I explain what image matting is and how AI attacks this complex challenge showcasing this incredible paper. All the references are in the description of the video
GrabCut algorithm used in the video: https://github.com/louisfb01/iterative-grabcut
machine_learning_basics
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Bayesian linear regression in (plain) Python
A while back I open sourced a repository implementing fundamental machine learning algorithms in Python, along with the most important theoretical information. I originally created the repository for myself when preparing for AI residency interviews. You can find the original Reddit post here.
- Bayesian linear regression in Python
What are some alternatives?
fastai - The fastai deep learning library
Financial-Models-Numerical-Methods - Collection of notebooks about quantitative finance, with interactive python code.
SmoothStream - Webcam, PiCamera streaming over the network with Python made easy.
100-Days-Of-ML-Code - 100 Days of ML Coding
PRML - PRML algorithms implemented in Python
borb-google-colab-examples - This repository contains some examples of using borb in google colab. These examples enable you to try out the features of borb without installing it on your system. They also ensure the system requirements and imports are all taken care of.
CheekyKeys - Use Python, OpenCV, and MediaPipe to control a keyboard with facial gestures
mango - Parallel Hyperparameter Tuning in Python
BlockchainEngineering - Learn to think like a blockchain designer by solving practical challenges
trulens - Evaluation and Tracking for LLM Experiments
Steganography - Hiding Text and Image inside an Image
rmi - A learned index structure