Object Detection with YOLO and DETR
Free Intermediate course · 10 lessons · 3 weeks · Certificate on completion
Train detectors that find and count objects in images and video. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Detection vs classification
- Bounding boxes and IoU
- Annotation formats
- YOLO family in practice
- DETR and transformer detectors
- Training on custom data
Skills you'll pick up
- Detection vs classification
- Bounding boxes and IoU
- Annotation formats
- YOLO family in practice
- DETR and transformer detectors
- Training on custom data
Tools covered
- Object Detection
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Detection vs classification
Module 1 of Object Detection with YOLO and DETR. 3 lessons · 3h
Module 2: YOLO family in practice
Module 2 of Object Detection with YOLO and DETR. 3 lessons · 3h
Module 3: mAP and evaluation
Module 3 of Object Detection with YOLO and DETR. 2 lessons · 2h
Module 4: Edge deployment
Module 4 of Object Detection with YOLO and DETR. 2 lessons · 2h
Lessons in this course
- Detection vs classification
- Bounding boxes and IoU
- Annotation formats
- YOLO family in practice
- DETR and transformer detectors
- Training on custom data
- mAP and evaluation
- Video tracking
- Edge deployment
- Project: shelf product counter
Instructor
Elena Sokolova — Applied ML Researcher
Elena Sokolova is a Applied ML Researcher with years of hands-on experience teaching Object Detection to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Object Detection with YOLO and DETR. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $140,000 per year · median India salary ₹19,60,000 per year · 24,858 open roles worldwide
- Object Detection Specialist
- Senior Object Detection Lead
- Object Detection Consultant
Frequently asked questions
Is the Object Detection with YOLO and DETR course free?
Yes. Every Learnera course, including Object Detection with YOLO and DETR, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Object Detection with YOLO and DETR take?
10 lessons, typically completed in 3 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.