Zhuangfang Yi 依庄防's Projects
Combining satellite imagery and machine learning to predict poverty
Deep Learning for Pugs
PyCon 2015 Pandas tutorial materials
deep learning for aerial/satellite imagery
You could compare two datasets over here, first one is the 'refine_orginal.csv' and 'Refine_Final Dataset.csv' and will see what have changed from first dataset to the second one.
Winning Solutions from SpaceNet Road Detection and Routing Challenge
The online map tool for natural rubber and biodiversity is here: http://rpubs.com/Geoyi/Rubber_Bio_In_Asia
A library for training and deploying machine learning models on Amazon SageMaker
Satellite data processing experiments
Development kit for MIT Scene Parsing Benchmark
Image Processing SciKit (Toolbox for SciPy)
scikit-learn: machine learning in Python
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Earth observation tools for Meta AI Segment Anything
DilatedNet in Keras for image segmentation
A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Utility to search and download Copernicus Sentinel satellite images
A tiny JavaScript library for drawing heatmaps with Canvas
Simplified implementations of deep learning related works
small util script to share with my team!
Deep Learning Pipelines for Apache Spark
with loading fade
style transfer web app [FastAPI + streamlit + Docker]