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100days

100 days of algorithms

21-days-of-machine-learning

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

acquisition-time

Drawing (Satellite) acquisition dates in a timeline

aeronetlib

A Remote Sensing data handling library for Deep Learning

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

ai_project

fruit quality recognising system

aiforearth-api-development

The AI for Earth Engineering Team works to empower AI for Earth Grantees by providing base images to quickly move from a local model to an model-backed API that any permitted user can utilize.

amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

arcgis-python-api

Documentation and samples for ArcGIS API for Python

australiabuildingfootprints

automating-gis-processes.github.io

Redirects to the latest version of the course pages

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-earthobservation-code

curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-gee

A curated list of Google Earth Engine resources

awesome-geospatial

Long list of geospatial tools and resources

awesome-google-earth-engine

Curated list of Google Earth Engine resources

awesome-python-modules

Awesome list of Python modules repositories & APIs

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

bandt-pompe-packages

A collection of packages for working with time series analysis using Bandt-Pompe and information theory descriptors

befinalproject

A fruit detection and quality analysis using Convolutional Neural Networks and Image Processing

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

best_ai_paper_2020

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

book_list

Python, Machine Learning, Deep Learning and Data Science Books

boundary-delineation-bsinet-torch

Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images