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elmtang's Projects

architectural-floor-plan icon architectural-floor-plan

AFPlan is an architectural floor plan analysis and recognition system to create extended plans for building services.

blind_accessibility_papers icon blind_accessibility_papers

Papers about assistive technologies for visual impairments / 視覚障害者支援研究に関する論文の日本語まとめ

crnn icon crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

footprints icon footprints

Estimation of the visible and hidden traversable space from a single color image – CVPR 2020

fourth-edition icon fourth-edition

Code and graphics for the projects in the 4th edition of Head First C#

learning-from-data-a-short-course icon learning-from-data-a-short-course

Solutions to the exercises and problems in the book: Learn From Data_A Short Course by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

machinelearning icon machinelearning

Programming Assignment of Machine Learning @National Taiwan University

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

ntu-machine-learning-foundations icon ntu-machine-learning-foundations

Lecture handouts and self-learning notes on <Machine Learning Foundations> delivered by Prof. Hsuan-Tien Lin from NTU, including problem set solutions.

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