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MengqiYe's starred repositories

instance-segmentation-maskrcnn

Instance segmentation of center pivot irrigation system in Brazil using Landsat images and Convolutional Neural Network

Language:Jupyter NotebookNOASSERTION1000

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Language:PythonMIT239200

electrical_substation_detection

Machine Learning based feature extraction of electrical substations from satellite data. Powered by IEEE-ICETCI, RRSC-Central, NRSC, and ISRO, this project incorporates instance segmentation of substations using UNet, Albumentations for image augmentation, and OpenCV for computer vision tasks.

Language:PythonMIT900

worksheets

Worksheets to get started with the python software stack

Language:Jupyter NotebookMIT4200

ByLabel

This is a tool for image and video annotation.

Language:C++GPL-3.06600

deep-learning-frameworks

Installation support for Deep Learning Frameworks for the ArcGIS System

42500

deep_learning_object_detection

A paper list of object detection using deep learning.

Language:Python1127300

ComparativeStudy

Code for paper: "Road object detection: a comparative study of deep learning-based algorithms" https://link.springer.com/article/10.1007/s11042-022-12447-5

Language:Jupyter NotebookApache-2.0700

sagely

ML pipeline tutorials for OSM labels to AWS Sagemaker

Language:Jupyter Notebook2600

Smoothly-Blend-Image-Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Language:PythonMIT35800

RotationDetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

Language:PythonApache-2.0107100

Mask_RCNN

Matterport's Mask R-CNN library (Added Ship Detection sample) for object detection and instance segmentation on Keras and TensorFlow

Language:PythonNOASSERTION9900

awesome-aerial-object-detection

A curated list of papers for object detection in aerial scenes and related application resources

13000

dstl_unet

Dstl Satellite Imagery Feature Detection

Language:Jupyter NotebookMIT14500

road_connectivity

Improved Road Connectivity by Joint Learning of Orientation and Segmentation (CVPR2019)

Language:Jupyter NotebookMIT11600

prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Language:Jupyter NotebookAGPL-3.01107800

awesome-satellite-imagery-datasets

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

MIT358900

label-maker

Data Preparation for Satellite Machine Learning

Language:PythonMIT45800

tensorflow

An Open Source Machine Learning Framework for Everyone

Language:C++Apache-2.018473400

Data-Analysis

Data Science Using Python

Language:Jupyter NotebookMIT514800

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Language:Jupyter NotebookBSD-2-Clause305400

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Language:PythonNOASSERTION2700100

pandas_alive

Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling `df.plot_animated()`

Language:PythonMIT57900

traceback_with_variables

Adds variables to python traceback. Simple, lightweight, controllable. Debug reasons of exceptions by logging or pretty printing colorful variable contexts for each frame in a stacktrace, showing every value. Dump locals environments after errors to console, files, and loggers. Works in Jupyter and IPython. Install with pip or conda.

Language:PythonMIT67800

Mengqi-Ye