Python packaging made simple. Recommendations & guidance curated by the pyOpenSci community

Process side-scan sonar data and export high resolution geo-referenced images.

Resources for leveraging fishfinders (i.e. low-cost sonar) for scientific research.

Near-real time detection of derelict (ghost) crab pots with side-scan sonar.

A Fully-automatic Side-scan Sonar SLAM Framework

Multi-Class Segmentation of Side-Scan Sonar Data using a Neural Network

Light-weight interface for running PING ecosystem (PINGMapper, etc.)

Light-weight application for installing PING ecosystem (PINGMapper, etc.)

A Python-based convertor for sonar logs

A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.

Label Studio is a multi-type data labeling and annotation tool with standardized output format

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Data Labeling, Tracking and Annotation with AI

This repository contains the code implementation used in the paper: "Image Labels Are All You Need for Coarse Seagrass Segmentation"

Create web-based user interfaces with Python. The nice way.

Scikit-learn applied to mapping and spatial prediction

Lightweight Python interface for processing HumminBird sonar files.

Open-source interface for processing recreation-grade side scan sonar datasets and reproducibly mapping benthic habitat

Confined Morphologies Mapping (CoMMa) toolbox is an ArcGIS Pro Toolbox created for semi-automated morphology mapping.

efficient tools for LiDAR processing

A short 2 hour workshop on Roboflow and computer vision model development with a strong focus on camera traps. Workshop by Sebastian Lopez Marcano and delivered to WildObs, DETSI and QCIF

Code repository for the paper: The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs

Definition of and code generation utilities for Ping Protocol, a binary message format for sonar devices.

A python library for reading and writing eXtended Triton Format (XTF) files

CNNAI: A Convolution Neural Network-Based Latent Fingerprint Matching Using the Combination of Nearest Neighbor Arrangement Indexing

An implementations of fingerprint recognition algorithm