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apls

Python code to evaluate the APLS metric

awesome-public-datasets

A topic-centric list of HQ open datasets.

building-detection-maskrcnn

Building detection from the SpaceNet dataset by using Mask RCNN.

classification-for-land-use-images-via-cnn

Performing a classification of the land-use image provided by a Remote sensing process using a Convolution-Neural-Network trained through pre-trained neural network VGG16 (transfer learning) 🛰️🛰️🛰️

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

mask_rcnn

Mask R-CNN modified to run on TensorFlow 2

my_study_notes

本人在本科阶段学习计算机的过程中，所做的笔记。

semantic-segmentation-of-remote-sensing-images

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

semantic-segmentation-of-remote-sensing-images-1

遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python

spacenet_building_detection

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

test-git-project

unet-of-remote-sensing-image

The semantic segmentation of remote sensing images

unet_spacenet2

Solution and report for Space Net 2 Challenge