James Adams

climate_indices. Climate indices for drought monitoring

openimages. Tools for downloading images and annotations from Google's OpenImages dataset.

climate_learn. Deep learning for climate modeling.

cvdata. Tools for creating and manipulating computer vision datasets

example_climate_indices. Datasets that can be used as example inputs/outputs for the associated `climate_indices` package

object_detect_darknet. Object detection utilizing Darknet-based object detection models such as YOLOv3.

ingest_cmorph. Python code to ingest binary CMORPH data to NetCDF

ingest_nclimgrid. Ingest code to convert nClimGrid ASCII datsets into NetCDF

nvidia_deep_learning. Code and notes based upon NVIDIA training courses "Fundamentals of Deep Learning for Computer Vision", "Object Detection with DIGITS", and " Optimization and Deployment of TensorFlow Models with TensorRT".

vod_convert. Python modules and scripts for conversion between popular visual object detection annotation formats.

fire-detection-cnn. real-time fire detection in video imagery using a convolutonal neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon)