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Max-Fu's Projects

3dunetcnn icon 3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

affx icon affx

Affine Transformations for C++ and Python

ap-statistics-final-project icon ap-statistics-final-project

Data Analysis on the linear relationship between movie budget and movie revenue https://www.statcrunch.com/app/index.php?dataid=2188684

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

efficientdet-pytorch icon efficientdet-pytorch

EfficientDet Reimplementation for Benchmarking Detection Transfer Learning with Vision Transformers

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imitation icon imitation

Clean PyTorch implementations of imitation and reward learning algorithms

nimgame icon nimgame

Nim is a mathematical game of strategy in which two players take turns removing objects from distinct heaps. On each turn, a player must remove at least one object, and may remove any number of objects provided they all come from the same heap. The goal of the game is to avoid being the player who must remove the last object. (Source: Wikipedia)

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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