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Video Labeling ESSENTIALS

4.9/5 (24 ratings) · 30+ certified

Annotate motion and time: frame-by-frame labeling and tracking for autonomous driving and sports AI.

5 Days Intensive
DeeLab Academy certificate

Counts towards Certified Data Annotator certification: 6 courses required.

Complete any 6 courses from this programme to earn the CDA certificate. Requirements may be updated as the programme develops.

Course Fee

 
Access to your course in the DeeLab Learning Portal
Live sessions with industry trainers
DeeLab Academy certificate included

Overview

Become a certified Video Labeling professional.

Trainee in earphones reviewing footage on a desktop monitor during video labeling practice

Video multiplies everything that makes image work demanding. The same object must keep its identity frame after frame, and a label that drifts for half a second can spoil a whole clip.

Video labelling feeds autonomous driving, retail analytics and safety systems, and it rewards annotators who can hold accuracy across time, not just within a single frame.

This course is five days with a live trainer. Day one grounds you in how video annotation differs from still images; day two covers the tools with video classification practice; day three is hands-on frame classification with trainer support; day four is practical object tracking across moving footage. You work in Label Studio or CVAT on real clips, learning the interpolation and keyframe habits that make tracking accurate and fast. Day five is a live assessment with your trainer, and passing it earns the certificate.

One of the six courses of the Certified Data Annotator programme: each one you pass counts toward the credential, and completing all six earns it. Available on its own or as part of the programme, with the certificate included on passing the assessment.

What You Get

What's included in your training

Trainee Portal & Labeling Tools

This course in the DeeLab Academy portal with its materials, scripts and datasets, plus hands-on work on real annotation platforms (Label Studio, CVAT) running on our servers.

Live Sessions & Trainer Support

Daily live workshops on Google Meet with Q&A, plus trainer support between sessions via chat on the Trainee Platform. Session times are set around each cohort.

Session Recordings

Recordings of every session, for anyone who can't attend live.

DeeLab Academy certificate

Certificate issued within one week after you pass the assessment and confirm the publicity details for your certificate.

Outline

What you'll learn

Day Session Topics
Day 1 Kick-off & Session 1 Theory introduction to video labeling
Day 2 Session 2 Tool navigation with practice: video classification
Day 3 Session 3 Hands-on labeling with support: video frame classification
Day 4 Session 4 Practical labeling exercises: video object tracking
Day 5 Assessment with Trainer Live assessment (attendance required for certification)

Counts toward the Certified Data Annotator (CDA) certification programme.

Track Record

Previous Runs

Dates Status
21 Sep 2026 – 25 Sep 2026 Completed
13 Jul 2026 – 18 Jul 2026 Completed
01 Jun 2026 – 06 Jun 2026 Completed
20 Apr 2026 – 25 Apr 2026 Completed
30 Mar 2026 – 04 Apr 2026 Completed

Upcoming Runs

1 scheduled
TBC

Book your place. We confirm the start date once enough people have signed up, usually within one to two weeks of your payment.

 

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Video Labeling Essentials ·   · certificate in one week of passing · or save 19% with the full Certified Data Annotator
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Hannah Ndulu
Head of Training
Hannah Ndulu
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Meet your trainer

Hannah is Head of Training at DeeLab Academy. Based in Kenya, she oversees daily operations, leads our core annotation team, and ensures projects are delivered with consistency and care.

With a background in bookkeeping and solid expertise in data annotation and web research, she brings a meticulous, detail-driven approach to every task.

She designs and runs our training and certification programme, equipping annotators with practical skills to work on real client projects and uphold high quality standards.

“I’m passionate about bringing precision and quality to every project we undertake. I’m dedicated to ensuring that our services fuel innovation, drive insights, and deliver value to our clients.”

42+ course runs led 4.9/5 course rating Based in Kenya · trains globally

How it works

From enrolling to certified

1

Train with your cohort

5 live sessions with your trainer, plus hands-on annotation work on real datasets using the tools the job actually uses.

2

Pass the assessment

The final day is a live assessment with your trainer. The certificate is earned on that result, never awarded for attendance.

3

Receive your certificate

Issued within one week of passing, with a public verification page anyone can check.

Specimen Video Labeling Essentials certificate, showing a mock name and sample ID

What you earn

Anyone can verify it in seconds

  • Earned by passing a live assessment, never awarded for attendance.
  • A unique ID with a public verification page, so you can share the link with any employer.
  • Signed by your trainer and DeeLab's founder.
  • Issued within one week of passing, and counts toward the Certified Data Annotator.
Certificate verified
Jordan Sample
VIDEO LABELING ESSENTIALS · VLE-SAMPLE
deelabacademy.com/VLE-SAMPLE

Specimen shown for illustration, with a mock name and certificate ID.

Success Stories

What our trainees say

Unedited feedback from graduates who completed this course.

4.9/5 from 24 ratings

“I think the resources in use for the training for now is fit for purpose.”

Abioye A.
Certified Data Annotator programme graduate

“I recently completed the Video Labelling training with Deelab.ai and had an excellent experience. The course was very well-structured, practical, and easy to follow, even for someone new to annotation work. The trainers explained concepts clearly, provided hands-on examples, and guided us through real-world use cases that made learning both engaging and useful.”

Salman Younus
Video Labeling Essentials course graduate

“I recently completed Image Labeling and Video Annotation courses from DeeLab Academy and I had an excellent learning experience. The courses were well structured and the hands-on practice sessions were especially helpful to apply what I learned. The trainer, Benard, was really patient and took the time to clarify all our doubts thoroughly which made the learning process smooth and stress-free. The coordinator, Hannah, was extremely organized and ensured everything ran on schedule. I would highly recommend DeeLab Academy to anyone looking to build strong skills in Data Annotation.”

Elizabeth Thomas
Image and Video Labeling Essentials courses graduate

“All was great! I am now looking forward to be able to use these skills in a real job! Thank you!”

Maria B.
Video Labeling Essentials course graduate

“Good class, well explained!”

Sherri J.
Video Labeling Essentials course graduate

“Overall it was an excellent experience. The trainer was really patient in explaining everything clearly. He made the sessions interactive and addressed all our queries properly. The hands-on practice sessions were also really helpful. The course coordinator was very supportive and well-organized throughout the training.”

Sofia S.
Certified Data Annotator programme graduate

Two ways in

This course, or the whole programme

Just this course

Video Labeling Essentials

One course, with its certificate when you pass.


 
Start any time,
at your own pace
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Best value

The full Certified Data Annotator

All 6 courses, and the programme certificate at the end.


 
19% cheaper than buying
the courses one at a time
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Got Questions?

Frequently Asked Questions

Everything you need to know about this course.

The course is open to anyone. No prior AI knowledge or coding experience is needed. It works well for project managers and QA leads setting standards for teams that label video, contractors and freelancers paid to annotate motion data professionally, and developers or researchers who want to understand what their video training data looks like and why frame-to-frame consistency makes or breaks a model. Understanding video annotation from the inside helps you plan better, communicate across teams, and produce higher-quality results faster.

All the tools in the course are free or low cost, and you can keep using them after the course ends. You will work with Label Studio (Community Edition) or CVAT (Community Edition) for video annotation and object tracking, and Google Drive for dataset organisation. A standard laptop with a modern browser is all you need.

You will be able to produce classification, frame-by-frame labelling, action recognition, and object tracking annotations to production standards on real video datasets, follow a clear label taxonomy and tracking guidelines so your output is usable downstream, and meet the patience and precision that motion data demands at production speed. These are the day-one skills used inside autonomous driving, sports analytics, surveillance, and robotics pipelines. Project scoping, QA leadership, and team-role rotation are reserved for the Advanced courses and bootcamps.

Yes. Video Labeling Essentials is fully online, and you can join from anywhere in the world. We are also open to designing on-site workshops for organisations with sufficient demand; reach out through our contact page if you would like an in-person format for your team.

There is currently no formal industry-wide certification body for data annotation training. The AI industry has not yet filled that gap. DeeLab Academy follows the best current industry practices and methodologies, our curriculum is designed and delivered by a five-member team of multi-year industry experts, and we collect structured feedback from every cohort to keep improving the content. We are fully open to being audited by any recognised consultancy that wishes to validate our processes.

No. This course teaches skills and gives you a certificate when you pass. It does not place you in work or guarantee income.

You have three months to complete the course, counted from the day you sign up. That applies whether the course is self-paced or runs to a schedule. The deadline is fixed from your sign-up date and doesn't reset if you move to a later run.

Yes, you're automatically enrolled in the run you choose, and you can move to another scheduled run of the same course up to twice from your dashboard. Your payment carries over, and your completion deadline does not change because it runs from the day you signed up.

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