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3d-mininet

Official Implementation in Pytorch and Tensorflow of 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

banet

deepclustering

Methods and Implements of Deep Clustering

deeplabv3-plus

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

deepnet-for-semantic-labeling-photogrammetry

2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset :rocket:

eye-in-the-sky

Satellite Image Classification using semantic segmentation methods in deep learning

get-started-python

A Python application and tutorial that use Flask framework to provide a REST API to receive requests from the UI. The API then persists the data to a Cloudant database.

isprs_s2fl

Danfeng Hong, JIngliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu. Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model, ISPRS JP&RS, 2021.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

liteseg

Pytorch implementation for LiteSeg

mininet-v2

Official implementation of MiniNet-v2. MiniNet: An Efficient Semantic Segmentation ConvNet for Real-time Robotic Applications

models

Models and examples built with TensorFlow

puttym.github.io

A blog on space tech and programming

remote-sensing-with-python

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

satellite_imagery_analysis

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

scattnet

Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images

sentinel2-clustering

tensorflow_unpooling

Unpooling of tensor that has been pooled using max_pool_with_argmax

tf-keras-segnet

SegNet including indices pooling for Semantic Segmentation with tensorflow and keras

thinkstats2

Text and supporting code for Think Stats, 2nd Edition