Derick Greyling's repositories
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
farm-pin-crop-detection-challenge
8th place solution to Zindi's FarmPin Crop Detection Challenge
automl
Google Brain AutoML
zalando-fashion-mnist
Evaluation of fashion-MNIST with a simple cnn
Satellite_Imagery_Python
Sample sample scripts and notebooks on processing satellite imagery
densenet
Implementation of Densely Connected Convolutional Network with Keras and TensorFlow.
flask-fileexplorer
A file explorer based on Flask server framework.
mlh-hackathon-flask-starter
Hackathon starter project for Flask applications
mapchete
Tile-based geodata processing using rasterio & Fiona
pygeoapi
pygeoapi provides an API to geospatial data
siamese-neural-networks
Examples of different Siamese Neural Networks architectures applied to well-known datasets.
Flask-MonitoringDashboard
Automatically monitor the evolving performance of Flask/Python web services.
automl-gs
Provide an input CSV and a target field to predict, generate a model + code to run it.
docker-ubuntu-vnc-desktop
Docker image to provide HTML5 VNC interface to access Ubuntu LXDE and LXQT desktop environment
terracotta
A light-weight, versatile XYZ tile server, built with Flask and Rasterio :earth_africa:
geomancer
Automated feature engineering for geospatial data
chip-n-scale-queue-arranger
Chip 'n scale: Queue Arranger helps you run machine learning models over satellite imagery at scale
car-counting-and-speed-estimation-yolo-sort-python
This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lande detection. 3.Lane change detection and 4.speed estimation
geoserver-restconfig
geoserver-restconfig is a python library for manipulating a GeoServer instance via the GeoServer RESTConfig API.
deploy-ml-fastapi-redis-docker
Deploy and scale machine learning models with FastAPI, Redis and Docker
full-stack-fastapi-postgresql
Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.
satellite-image-deep-learning
Resources for performing deep learning on satellite imagery
TerriaMap
Catalog-based web geospatial visualisation platform.
MapProxy-Docker
Repo for MapProxy Docker container
wsgidav
A generic and extendable WebDAV server based on WSGI
flask-project-template
Ready to ship big flask project template
awesome-sqlalchemy
A curated list of awesome tools for SQLAlchemy
kargo
A Docker based solution to build and operate Geospatial Platforms
keras-unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks