adbedada

deep-learning-notebooks

notebooks on deep learning for satellite imagery

geepy

Access google earth engine products for a time-series analysis

image-analysis-tutorials

https://adbedada.com/image-analysis-tutorials/

imageprep

Dataset prep tool for object detection tasks

ts-raster

Extract and analyze space-time-series characteristics from raster data.

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adbedada.github.io

portfolio

advanced_gis

adversarial-model-inversion

Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)

adversarial_attack

papers and examples on adversarial attacks

aia

capstone

capstone

concrete_NLP_tutorial

An NLP workshop about concrete solutions to real problems

conda-recipes

cresi

Road network extraction from satellite imagery, with speed and travel time estimates

deeprocess

post-process spatial features created with machine learning models

earth-engine

google earth engine resources for collecting various kinds of images

How-tos

Scripts and documentation for data processing and analysis

odmodels

pyGIS

pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster data, satellite remote sensing, machine learning and deep learning applications. -- Under Development --

pylisk

A starter kit for building a Python Library

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rasterio

Rasterio reads and writes geospatial raster datasets

solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

spfeas

Spatial feature processing of satellite imagery

spfeas-scripts

Command line and python scripts used for satellite image processing and features extraction

TF-slim

TensorFlow's Slim API

tf_object_detection

The Tensorflow Object detection API

xview_data_utilities