Skills
.Work. You
Rest

dataset-loader

Community

Standardize image dataset loading and manifests.

Data & Analytics#manifests#env-vars#data-parsing#dataset-loading#dataset-loader#image-datasets
Authorrilical
Version1.0.0
Installs0

System Documentation

What problem does it solve?

dataset-loader provides a standardized approach to add or update dataset loaders, transforms, split manifests, sample-id policies, and env-var based dataset access for image datasets such as CommunityForensics-Small, VCT2, RAID, and ARIA.

Core Features & Use Cases

  • Centralizes dataset parsing in src/owaid/data/ and returns a shared schema: image, label, meta.
  • Keeps loader interfaces stable across train and eval, with actionable error messages for missing env vars or unexpected paths.
  • Use Case: Add a new dataset by implementing a parser under src/owaid/data/ that returns the standardized schema so downstream components can consume it consistently.

Quick Start

Create a new dataset loader under src/owaid/data/, implement parsing to return image, label, meta, and ensure stable IDs for caches and manifests.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: dataset-loader
Download link: https://github.com/rilical/OpenWorld-AI-Image-Detection/archive/main.zip#dataset-loader

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.