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Movement trajectory classes and functions built on top of GeoPandas

Python 1,278 197 Updated Feb 27, 2025

Neon: Serverless Postgres. We separated storage and compute to offer autoscaling, code-like database branching, and scale to zero.

Rust 16,313 496 Updated Mar 1, 2025

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Jupyter Notebook 71,624 37,300 Updated Feb 28, 2025

データサイエンス100本ノック(構造化データ加工編)

HTML 2,418 400 Updated Sep 27, 2024
Jupyter Notebook 109 122 Updated Sep 15, 2019

A wrapper of the COCOeval class for extended keypoint error estimation analysis.

Jupyter Notebook 233 52 Updated Mar 30, 2024
Jupyter Notebook 1,208 246 Updated Oct 17, 2023

A CNN model for the analysis of the "Generalstabskarta

Python 2 Updated Sep 13, 2021

Techniques for deep learning with satellite & aerial imagery

9,056 1,536 Updated Nov 19, 2024

This repository contains code for the paper "Automatic Road Extraction from Historical Maps using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II map"

Jupyter Notebook 7 1 Updated May 14, 2021

HiRoNEx: Historical road network extractor: A python tool for automatic, fully unsupervised extraction of historical road networks from historical maps.

Python 74 2 Updated Jul 29, 2022

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Python 9,329 2,494 Updated Feb 16, 2023

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Python 31,339 7,590 Updated Jan 14, 2025

Example notebooks on building PyTorch, preparing data and training as well as an updated project from a PyTorch MaskRCNN port

Jupyter Notebook 43 6 Updated May 12, 2019

Sample code and data for Medium post on https://medium.com/fullstackai/how-to-train-an-object-detector-with-your-own-coco-dataset-in-pytorch-319e7090da5

Python 36 20 Updated Oct 13, 2022

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

Python 334 202 Updated Oct 21, 2024

Tensorflow 2 implementation of MASK-RCNN

Python 9 1 Updated Apr 4, 2022

MaskRCNN object detection implemented by Keras.

Python 25 5 Updated Apr 18, 2018

Instance Segmentation

Jupyter Notebook 20 15 Updated Feb 21, 2023

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Python 24,959 11,718 Updated Jun 7, 2024

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Python 9,731 2,561 Updated Aug 11, 2024

Building Extraction / Semantic Segmentation from remote sensing images

Jupyter Notebook 38 5 Updated Feb 24, 2023
Jupyter Notebook 2 Updated Feb 10, 2023

Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction

Python 108 31 Updated Jun 22, 2021
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