Tutorials

Tutorials and Guides

From the first annotation to training, export, collaboration, and workflow setup, this page groups the guides most people need first.

YOLO datasetOpenClaw 3DYOLOv8 trainingTeam collaborationDataset versioningReview and QA

Recommended tutorial topics

These topics cover the most common getting-started, advanced, and collaboration questions.

YOLO dataset

How to Annotate a YOLO Training Dataset with TjMakeBot

From label design and batch annotation to pre-export checks, this guide helps you turn YOLO dataset production into a stable workflow.

Best for teams creating a YOLO dataset for the first time.
Define class boundaries first.
YOLO2D annotationdataset export
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OpenClaw 3D

OpenClaw 3D Point Cloud Annotation Guide

This guide is not only about opening a 3D editor. It shows how point-cloud annotation, human review, training/export, and delivery results connect inside an OpenClaw workflow.

Best for robotics, autonomous-driving, and 3D data teams.
Validate integration through the wizard first.
3D point cloudOpenClawmulti-view review
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YOLOv8 training

How to Train Your First Custom YOLOv8 Model

This guide turns the first training run into a simple path covering preflight checks, parameter choices, and result review.

Best for teams sending annotations into training for the first time.
Validate the dataset before training.
YOLOv8cloud trainingmodel export
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Team collaboration

AnnoClaw Team Workflow Configuration Guide

This guide helps team leads turn annotation, review, delivery, and permissions from verbal agreement into an executable workflow.

Best for leads turning a personal workflow into a collaborative delivery process.
Define roles before configuring flow.
AnnoClawcollaborationreview
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Dataset versioning

How to Manage Dataset Versions and Release Delivery

This guide shows how to freeze reviewed output into dataset versions, connect release delivery, and keep training and handoff lineage explainable.

Best for teams moving from annotation completion into traceable delivery.
Freeze approved output first.
dataset versionrelease deliverytraining lineage
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Review and QA

How to Build a Review and QA Workflow

This guide turns quality from informal comments into a repeatable path with review gates, issue types, rework routing, and delivery readiness.

Best for teams moving from solo annotation into shared production quality control.
Quality needs explicit review gates.
reviewQAissue tracking
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Plan selection

Subscription Plan Guide: Personal vs Team vs Enterprise

This guide helps users choose a plan based on workflow cost instead of price alone.

Best for users evaluating budget, renewals, and upgrade timing.
Personal plans optimize solo throughput.
pricingsubscriptionTeam Review Cloud
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Quality control

Data Annotation Quality Control Best Practices

This guide focuses on how class boundaries, sampling rhythm, and delivery summaries create stable annotation quality.

Best for teams already facing rework or customer trust issues.
Problems usually begin at class boundaries.
quality controlreviewdelivery
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Dataset export

How to Export COCO, VOC, and YOLO Datasets

This guide helps you choose the right downstream format first, then run the most important checks after export.

Best for teams sending one project into different downstream systems.
Start with downstream requirements.
COCOVOCYOLOexport
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Read by launch track

Where people usually go next after reading

After the basics, readers can move directly into the Editor, Training, or OpenClaw flow.
After the collaboration and pricing guides, users move much more naturally into Pricing and team upgrades.
If the tool choice is still open, the next useful pages are Features, Pricing, and Compare.
Next step

Move from tutorials into the real workflow

If you already know your next step, jump straight into the product entry points below.