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aerial-imagery-segmentation

Codebase for the MSc thesis paper Aerial Imagery Pixel-level Segmentation

awesome-detection-transformer

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

awesome-satellite-imagery-datasets

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

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

buildingdetectors

Winning building footprint detector implementations from the SpaceNet challenges.

buildingdetectors_round2

Building detector algorithms from second SpaceNet Challenge

cnn-sentinel

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

croptd

Dataset for "Cross-Regional Oil Palm Tree Detection"

damagedfirtreescnn

dataset

deep-unet-for-satellite-image-segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

deepforest

Python Package for Tree Crown Detection in Airborne RGB imagery

deepsatellitedata

List of labelled remote sensing datasets for use in deep learning.

dl-semantic-segmentation

Deep-learning applied to semantic segmentation of remote sensing data

eo-learn

Earth observation processing framework for machine learning in Python

hyftech-hyperspectral-shallow-deep-feature-extraction-toolbox

This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction

hyperspectral_deeplearning_review

Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

kaggle-carvana-3rd-place-solution

3rd place solution ( Carvana Image Masking Challenge )

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

keras-fcn

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

keras-imagedatagenerator

A customized real-time ImageDataGenerator for Keras

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-segmentation-deeplab-v3.1

An awesome semantic segmentation model that runs in real time

keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

labelme

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

landsat-classification-using-convolution-neural-network

Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08

mask-rcnn-hacked

This is a simplified and slightly altered version of the Mask-RCNN-TF2 by Ahmed Gad

maskrcnnjupytersuite

Suite of jupyter notebooks designed to accelerate productivity when creating, running, and evaluating MaskRCNN models