Master modern computer vision: OpenCV, CNNs, detection (YOLO, DETR), segmentation, Vision Transformers, multimodal VLMs, OCR, tracking and deployment. 2026.
The course’s skills. The same ones appear on your Certificate of Completion, so you can show what you covered.
A premium, complete and advanced course on modern computer vision, updated for 2026. You will learn how images are represented and preprocessed with OpenCV, how convolutional neural networks classify images, how object detection works with YOLO and DETR, semantic, instance and panoptic segmentation, the Segment Anything family (SAM 3.1) and promptable segmentation, Vision Transformers (ViT), self-supervised vision foundation models, multimodal vision-language models (GPT-6.1 Sol vision, Gemini 4 Argon, Claude vision), OCR and document understanding, face detection and recognition under a rigorous legal and ethical framework (GDPR Article 9, EU AI Act biometric restrictions), video analysis and object tracking, pose and 3D depth estimation, the basics of generative vision with diffusion models, dataset construction and auditing, evaluation, production deployment, edge optimization and MLOps monitoring. Every module includes real, runnable Python, PyTorch and OpenCV code, a strong focus on legal compliance and responsible use of biometric systems, and a comprehensive final assessment.
For developers, engineers and technical professionals who build or integrate AI solutions. It belongs to Deep Learning & AI Models, on the IT track.
Advanced level: assumes hands-on experience with AI in the course’s field.
10 modules · 31 lessons · about 25 hours · 358 quiz questions
Modules and lessons in order, plus the link to the preview of lesson 1 — so you can decide at your own pace.
You read the lesson, ask the AI Professor right on the page and check what you remember.
What Computer Vision Is and the 2026 Landscape
Computer vision (CV) is the engineering discipline that builds systems able to extract meaning from images and video. Where a human glances at a photo and instantly parses objects, text, faces, depth, and intent, a computer starts with nothing but a grid of numbers.
Written lessons, with examples and exercises. Your progress is saved automatically, so you can pick up where you left off.
Select a passage and it explains it, gives you an example or tells you why it matters. You can type or talk to it, in English.
Every lesson has its own quiz, with explanations for the answers: 358 questions across the course. The professor also summarizes the lesson and prepares review flashcards.
Once you complete the lessons and reach the minimum quiz score, you issue it from your account, with a unique number, publicly verifiable.
The AI Professor is included in your subscription, per-course access included, with a monthly fair-use limit. It is an AI system, not a human teacher, and its answers may contain errors; details in the Terms. See how the AI Professor works.
The Certificate of Completion for “Computer Vision with AI: From Detection to Multimodal Understanding”: a private attestation with a unique number and a QR code. A recruiter confirms it is authentic on the public verification page, with no account and no cost.
Public verification page, QR code and cryptographic fingerprint, with no account for the person checking.
Add it to your CV and LinkedIn profile; a recruiter confirms authenticity with one click.
The course, the tier you earned (Pass, Merit or Distinction), the serial number and the issue date, plus the percentage of lessons completed.
A private attestation of course completion. It is NOT a diploma or a state-recognised qualification under Romanian Laws 198/2023, 199/2023 or Government Ordinance 129/2000; employers may take it into account at their own discretion. Certification policy.
A subscription by number of courses: 1, 3, 5, 10, 15 or 25 courses a month, or the full catalog. You pick them and can change them at every renewal; your progress and certificates stay. Billed monthly or yearly (12 months for the price of 10), in EUR. You can stop the renewal anytime from your account, and access starts right after payment. Prices are totals, with VAT included at the rate of your country.
This course goes first on your list; you pick the others in your account and can change them at every renewal.
€99 a course
€99a month €990a year, 12 months of access
under €67 a course
€199a month €1,990a year, 12 months of access
under €52 a course
€259a month €2,590a year, 12 months of access
under €32 a course
€319a month €3,190a year, 12 months of access
under €24 a course
€359a month €3,590a year, 12 months of access
under €16 a course
€399a month €3,990a year, 12 months of access
under €10 a course, across all 50
€499a month €4,990a year, 12 months of access
Total prices, VAT included. Move up anytime and pay only the difference for the days left; move down at renewal. Renews automatically, you stop it anytime from your account; your progress and certificates stay. Digital content with immediate access: see the withdrawal terms.
About the course, the price, the AI Professor and the certificate.
A premium, complete and advanced course on modern computer vision, updated for 2026. You will learn how images are represented and preprocessed with OpenCV, how convolutional neural networks classify images, how object detection works with YOLO and DETR, semantic, instance and panoptic segmentation, the Segment Anything family (SAM 3.1) and promptable segmentation, Vision Transformers (ViT), self-supervised vision foundation models, multimodal vision-language models (GPT-6.1 Sol vision, Gemini 4 Argon, Claude vision), OCR and document understanding, face detection and recognition under a rigorous legal and ethical framework (GDPR Article 9, EU AI Act biometric restrictions), video analysis and object tracking, pose and 3D depth estimation, the basics of generative vision with diffusion models, dataset construction and auditing, evaluation, production deployment, edge optimization and MLOps monitoring. Every module includes real, runnable Python, PyTorch and OpenCV code, a strong focus on legal compliance and responsible use of biometric systems, and a comprehensive final assessment.
The course has 10 modules and 31 lessons, with 358 quiz questions. The full curriculum, module by module, is shown on the course page.
Yes. The course is Advanced level and assumes hands-on experience with AI in its field.
The estimated duration is about 25 hours, across 31 lessons. You learn at your own pace, and your progress is saved automatically at every lesson, so you can pick up where you left off.
This course alone: the 1 course plan, €99 per month. The course fits into every plan of the subscription, next to other courses you choose: for example 3 courses for €199, 10 courses for €319 (recommended) or the full catalog for €499 per month.
You pick your courses after paying and can change them at every renewal; starting from here, this one is already picked. Plans are billed in EUR, monthly or yearly (pay for 10 months, get 12). Every price is a total, with VAT included at the rate of your country. See all plans.
Yes. You can read a free preview of lesson 1, “What Computer Vision Is and the 2026 Landscape”, without an account. The preview shows you how the lesson is written; the rest of the lesson and the other lessons open after payment.
The AI Professor is built into every lesson and starts from the lesson you have open: it explains the passages you select, gives you examples, summarizes the lesson, tests you with a quiz and prepares review flashcards. You can type or talk to it, in English.
It is included in every plan of your subscription, with a fair-use limit. It is an AI system, not a human teacher, and its answers may contain errors; details in the Terms.
When you meet the completion thresholds shown on the platform (lessons completed and the minimum quiz score), you can issue your Certificate of Completion for “Computer Vision with AI: From Detection to Multimodal Understanding” from your account, with a unique number, publicly verifiable on the site.
It is a private attestation of course completion, issued by GALIAN SOFTWARE DEVELOPMENT SRL. It is NOT a diploma or a state-recognised qualification under Romanian Laws 198/2023, 199/2023 or Government Ordinance 129/2000; employers may take it into account at their own discretion. Details in the Certification policy.
Yes. The subscription renews automatically at the end of each monthly billing period. You can see the next renewal date in your account at any time.
You can stop the renewal at any time, from your account or by email, with no other formality. Access stays active until the end of the period already paid for, and no pro-rata refund is made for a period already started, except in the cases provided by law. Your progress stays saved in your account. Details in the Terms & Conditions, section 5.5.
Yes. With the team library, the company admin picks 3, 5, 10, 15 or 25 courses a month, or the full catalog, for the whole team, from €49 per member per month, excl. VAT, for 5 members or more. A dashboard shows each member’s progress and manages seats centrally. Price it for your team.
You can pick them together with this one in a 3, 5 or 10-course subscription (3 courses for €199 a month), and the full catalog includes them all. A single course is €99 a month.
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“Computer Vision with AI: From Detection to Multimodal Understanding”: 31 lessons and about 25 hours of content, with your progress saved at every lesson.
1-course subscription
€99/month
VAT included · stop the renewal anytime from your account
Start the course · €99/month Or 3 courses for €199/month, this one includedChatGPT, OpenAI, Claude, Anthropic, Gemini, Google, Microsoft 365 Copilot, Cursor, Midjourney and the other product and company names mentioned are trademarks or trade names of their respective owners. Cursuri-AI.ro is an independent training provider and is not affiliated with, sponsored by or endorsed by any of them.