brakuta

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

DamagedFirTreesCNN

DeepForest

Python Package for Tree Crown Detection in Airborne RGB imagery

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

NeonTreeEvaluation

Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery

otbtf

Deep learning with otb (mirror of https://gitlab.irstea.fr/remi.cresson/otbtf)

QGIS-Plugin-Produce-Training-Samples-For-Deep-Learning

unet

unet for image segmentation

brakuta/qgis-earthengine-examples

A collection of 300+ Python examples for using Google Earth Engine in QGIS

brakuta/hyperspectral_deeplearning_review

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

brakuta/Keras-segmentation-deeplab-v3.1

An awesome semantic segmentation model that runs in real time

brakuta/awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

brakuta/image-segmentation-keras

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

brakuta/keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

brakuta/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

brakuta/CNN-Sentinel

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

brakuta/multilabel-landcover-deeplearning

Multi-label Land Cover Classification with Deep Learning

brakuta/open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

brakuta/dl-semantic-segmentation

Deep-learning applied to semantic segmentation of remote sensing data

brakuta/deep-unet-for-satellite-image-segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

brakuta/unet

unet for image segmentation

brakuta/TreeClassification

brakuta/oil_palm_data

brakuta/SpaceNet_Off_Nadir_Solutions

Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge

brakuta/DamagedFirTreesCNN

brakuta/oil-palm-detection

brakuta/Keras-ImageDataGenerator

A customized real-time ImageDataGenerator for Keras

brakuta/RoadDetector

Winning Solutions from SpaceNet Road Detection and Routing Challenge

brakuta/Kaggle-Carvana-3rd-Place-Solution

3rd place solution ( Carvana Image Masking Challenge )

brakuta/MasterThesis

Deep Convolutional Neural Networks for Semantic Segmentation of Multi-Band Satellite Images

brakuta/Keras-FCN

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

brakuta/BuildingDetectors_Round2

Building detector algorithms from second SpaceNet Challenge

brakuta/BuildingDetectors

Winning building footprint detector implementations from the SpaceNet challenges.

brakuta/DeepSatelliteData

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

brakuta/python_public_repository

my python public repository