Zhuangfang Yi 依庄防's repositories
pixel-decoder
A tool for running deep learning algorithms for semantic segmentation with satellite imagery
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
segment-anything-eo
Earth observation tools for Meta AI Segment Anything
agoro-field-boundary-detector
Detect field boundaries using satellite imagery.
covid19-healthsystemcapacity
Open geospatial work to support health systems' capacity (providers, supplies, ventilators, beds, meds) to effectively care for rapidly growing COVID19 patient needs
decode
Python code for the DECODE method and mxnet code for Fractal ResUNet
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
dl_landscapes_paper
Buscombe & Ritchie (2018) Landscape Classification with Deep Neural Networks. Geosciences 2018, 8(7), 244
fc
Fractional Cover
Geoyi.github.io
Zhuang-Fang NaNa Yi's profile and work
lightweight-temporal-attention-pytorch
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
nvidia-anaconda-docker
Docker container for running JUPYTER Notebook within an ANACONDA environment, exploiting NVIDIA-DOCKER for GPUs
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
parkingdirty
Using computer vision to detect if bike lanes are blocked
segment-anything
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.
small_utils
small util script to share with my team!
style-transfer
style transfer web app [FastAPI + streamlit + Docker]
utae-paps
PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.