Joao Otavio Nascimento FirigatoDeep Learning in UAV images — A Brief ReviewIntroductionSep 26, 20222Sep 26, 20222
Joao Otavio Nascimento FirigatoSolar Panel Detection with Faster RCNN 🛰️🌎🤖Hello everyone, In this work we are going to identify and detect solar panel in high resolution satellite images. For this we will apply…May 31, 20222May 31, 20222
Joao Otavio Nascimento FirigatoOrange trees detection with YOLO v5 in UAV ImageryObject DetectionOct 14, 20213Oct 14, 20213
Joao Otavio Nascimento FirigatoinNerd For TechVision Transformers Use Case: Satellite Image Classification without CNNsConvolutional neural networks have been widely used in computer vision tasks in recent years as the state of the art. Classification…May 13, 20214May 13, 20214
Joao Otavio Nascimento FirigatoTime Series and LSTMs for Pantanal Fires analysisFires in natural areas are one of the main environmental problems affecting different parts of the world. The Brazilian Pantanal, for…Mar 31, 2021Mar 31, 2021
Joao Otavio Nascimento FirigatoHarmonic NDVI Time Series Clustering with Python and GEEHello, in this post we‘ll use the NDVI temporal variation of different types of use and coverage of our study area to create harmonic time…Aug 20, 20202Aug 20, 20202
Joao Otavio Nascimento FirigatoWater Level Monitoring of Grand Ethiopian Renaissance Dam using SAR dataThe Grand Ethiopian Renaissance Dam (GERD) is a dam on the Blue Nile River in Ethiopia that has been under construction since 2011. It is…Jul 23, 2020Jul 23, 2020
Joao Otavio Nascimento FirigatoObject Based Image Analysis on Google Earth EngineOne of the most common ways to perform a supervised classification of satellite images is using pixel classification. this type of…Jul 16, 20202Jul 16, 20202
Joao Otavio Nascimento FirigatoU-Net for Semantic Segmentation of Soyabeans Crop Fields with SAR images.Brazil is one of the main soyabeans producers in the world, with the state of Mato Grosso being the largest producer and with the largest…Jul 9, 20201Jul 9, 20201
