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Abel Barreto's Projects

3d-hyper-unet icon 3d-hyper-unet

A novel CNN called the 3-D Hyper-UNET for Hyperspectral Image Segmentation.

ann-solo icon ann-solo

Spectral library searching using approximate nearest neighbor techniques.

caret icon caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

exiv icon exiv

:camera: Read and Write 'Exif' Image/Media Tags with R

fieldimager icon fieldimager

FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.

imgs_589 icon imgs_589

A library for scientific calibration of drone-based imaging.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

swisssmartfarming icon swisssmartfarming

Repository containing the scripts used to process the Swiss Smart Farming project data

yolov3-kaist icon yolov3-kaist

Pedestrian Detection using Deep Learning and Multispectral Images

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