Ryan Avery's repositories
animal_detector
Detecting animals in camera trap images
landsat_L2_qa
Unpack the bit-packed Landsat pixel_qa band into individual layers and create an image of each quality indicator.
geospatial-python
Introduction to Geospatial Raster and Vector Data with Python
paper_scraper
an app mostly coded by chatgpt to download arxiv papers and json metadata
amazon-asdi
Docs and supporting material for the Amazon Sustainability Data Initiative.
aquacrop
AquaCrop-OSPy: Python implementation of AquaCrop-OS
bayts
Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time series and to detect deforestation/forest cover loss in near real-time. The package includes functions to apply the approach to both, single pixel time series and raster time series. Examples and test data are provided below.
ceruleanserver
ML model server for oil-slick detections
dlm-extension
Deep Learning Model STAC Extension
HighResCanopyHeight
This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".
icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
NivekT
Config files for my GitHub profile.
numpy
The fundamental package for scientific computing with Python.
open-data-registry
A registry of publicly available datasets on AWS
stac-site
Website for SpatioTemporal Asset Catalog specification
vision
Datasets, Transforms and Models specific to Computer Vision
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite