iterative-grabcut
PRML
iterative-grabcut | PRML | |
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1 | 1 | |
43 | 11,250 | |
- | - | |
0.0 | 0.0 | |
over 2 years ago | almost 2 years 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
PRML
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Probabilistic Machine Learning, Kevin Murphy (2nd edition, 2021)
It's a regression as far as code readability goes for fairly straightforward reasons: almost everything in Matlab is a matrix. Matrices are not first class citizens in Python, and it matters. I use Python a hell of a lot more than Matlab, but for examining how an algorithm works, Matlab wins. Go look at these PRML collections in Python and Matlab and see if you disagree:
https://github.com/ctgk/PRML
https://github.com/PRML/PRMLT
What are some alternatives?
fastai - The fastai deep learning library
retrolab - JupyterLab distribution with a retro look and feel 🌅
SmoothStream - Webcam, PiCamera streaming over the network with Python made easy.
simfin-tutorials - Tutorials for SimFin - Simple financial data for Python
CheekyKeys - Use Python, OpenCV, and MediaPipe to control a keyboard with facial gestures
pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy
BlockchainEngineering - Learn to think like a blockchain designer by solving practical challenges
football-crunching - Analysis and datasets about football (soccer)
Steganography - Hiding Text and Image inside an Image
prml - Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
machine_learning_basics - Plain python implementations of basic machine learning algorithms
feature-engineering-tutorials - Data Science Feature Engineering and Selection Tutorials