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GRS's Projects

cvx icon cvx

Project from Convex Optimization course

cvxopt icon cvxopt

CVXOPT -- Python Software for Convex Optimization

cwb_radar_autodownload icon cwb_radar_autodownload

little python script to download last 7 days and feature Radar image from Central Weather Bureau (Taiwan)

cwfid_classification icon cwfid_classification

One of the most important tasks to be addressed in intelligent farms is the crop monitoring. Computer Vision and Machine Learning algorithms are typically combined to analyze and classify images acquired by autonomous robots that monitor the growth of crops, and in particular, to discriminate crops (i.e. the good plants) from weeds (any undesirable or unwanted plant growing wild, especially those that takes food or nourishment from crops). Crop/weed discrimination of often tacked as an image-classification problem.

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

cyclegan-tensorflow-1 icon cyclegan-tensorflow-1

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

daft icon daft

Render some probabilistic graphical models using matplotlib

data icon data

PCD files for tutorials, examples, or PCL-related applications

data-fusion icon data-fusion

This repository contains the MATLAB library implementing the data fusion algorithm. It is associated to the article "Synthesizing developmental trajectories by semi-supervised learning", Villoutreix P., Andén J., et al., 2017.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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