The uasimg R package provides utilities for managing drone imagery, including creating data catalogs and utilities for single-image analysis.
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Nov 11, 2022 - R
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drone-images
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A comprehensive software system leveraging convolutionary neural networks, drones, and IoT for real-time road quality monitoring and alerts. Built using Python, TensorFlow, Django, and Vue.js.
raspberry-pi
iot
vuejs
django
progressive-web-app
tensorflow
postgresql
openapi
image-recognition
convolutional-neural-networks
road-safety
drone-images
road-quality-monitoring
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Aug 11, 2023 - Vue
A selection of custom developed python codes for use in various drone imaging applications, such as batch conversion of DNG (RAW) drone images to JPEG or PNG, use of the rawpy library features of demosaicing, gamma factor correction and use of skimage library to demonstrate histogram histogram equalization in colour images to create better contr…
mapping
dng
python-codes
ndvi
panorama-image
panorama-stitching
nir-images
ndvi-index
drone-images
dng-format
gamma-factor-correction
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May 27, 2020 - Python
Deep Learning based Drone Image Segmentation
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Jan 15, 2024 - Jupyter Notebook
Research, development and applications of machine learning and deep learning methods for gepespatial analysis, specially aimed to remote sensing imagery
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Jul 15, 2023
Geospatial Object Detection using Aerial Images
machine-learning
deep-learning
tensorflow
keras
convolutional-neural-networks
satellite-imagery
semantic-segmentation
unet-image-segmentation
drone-images
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Jan 11, 2024 - Jupyter Notebook
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