Build vision systems that see, reason, and act with OpenCV 5 and Amazon Web Services (AWS).
Win money and bragging rights!

$12,000

Total Prizes

50

AWS Compute Grants

2 Months

To Build Your Project

OpenCV AI Competition 2026, powered by AWS

Competition At A Glance

Register & Submit Proposals

Begins Aug 12, 2026. Register on Devpost to participate. Teams of 1-5 members allowed.

AWS Cloud Compute Grants

50 teams selected to receive AWS Grant. Apply here. Teams not selected are still eligible to participate and win prizes.

Build Phase

Aug 26 – Oct 26. Build, evaluate, document, submit.

Core Requirements

OpenCV 5 for substantive image/video analysis + a meaningful AWS component.

Prizes

1st: $5,000 / 2nd: $3,000 / 3rd: $2,000, plus two $1,000 special awards.

Winners Announced

Nov 10, 2026, on OpenCV Live! stream.

Sponsored by Amazon Web Services (“Amazon” or “Sponsor”)
Administrated by The Open Source Vision Foundation (OpenCV or Administrator, and together with Amazon, the “organizers”)

Join, build, and win

Turn an ambitious idea into a working vision application, demonstrate measurable value, and share it with the global OpenCV community.

The competition emphasizes Physical AI and Generative AI systems in which visual understanding drives useful decisions, actions, predictions, or interactions. Any programming language or supporting hardware is allowed.

Projects may use any programming language or supporting hardware, provided they meet the core OpenCV 5 and AWS requirements.

Focus Paths

Pursue either path, combine both, or take another approach — all entries remain fully eligible for the Overall Awards.

Cloud-Optimized Vision with COOL

Use the Cloud-Optimized OpenCV Library (COOL), available through AWS Marketplace and optimized for AWS Graviton, to accelerate widely used vision operations and move from prototype to scalable cloud deployment. Strong submissions will document a reproducible deployment and comparison against an appropriate baseline. Strong submissions will:

Agentic Vision with OpenCV 5

Build a workflow in which an agent uses OpenCV 5 tools within a multi-step perception-decision-action loop. To qualify, image or video results must influence a subsequent plan, tool call, action, or request for human approval. A chatbot that only explains a fixed vision result is not enough—the visual evidence must change what the system does next.

Suggested project areas

Projects are not limited to these areas, but the organizers especially welcome:

Active Perception

Autonomous inspection with agentic orchestration or MCP.

Video Prediction

Physics-informed prediction for process control.

Visual SLAM

Multi-agent SLAM with distributed context.

Spatial Digital Twins

Real-time twins of physical environments.

COOL Pipelines

Server, serverless, container, or hybrid x86/Arm using Cloud-Optimized OpenCV.

Developer Agents

Integrate COOL with Codex, Claude Code, Kiro, or MCP systems.

Other Suggested Areas

Healthcare, Safety, Accessibility, Agriculture, Environmental monitoring, Smart cities, Education, Retail, & Sports analytics

How The Competition Works

Register & Propose

Begins Aug 12. Form a team of up to five members and submit a written proposal to get an AWS Compute Grant.

Proposal review

Aug 18 Onward. Up to 50 teams selected for a grant; notices to be sent to awarded teams.

Build

Aug 26 – Oct 26. Midpoint check-ins Sep 21 – Oct 2 for grant recipients.

Judging & winners

Oct 27 – Nov 9 judges will review submissions and rank them. Winners announced Nov 10.

What AWS Grant Proposals Must Include

Each proposal must include:

  • A team name

  • A clear problem statement and intended real-world impact.

  • The planned OpenCV 5 image or video analysis.

  • The planned AWS architecture and services.

  • A high-level architecture diagram or technical description.

  • The target users or beneficiaries.

  • The proposed evaluation method and judge demonstration.

  • Whether the team intends to pursue the COOL path, the Agentic Vision path, both, or neither.

  • Team Bio: A short team bio of all team members and their participation in any hackathons or competitions. Team strength will be used to judge the recipients of the cloud compute grant.

The organizers will review proposals from August 18 and select up to 50 teams to receive the cloud compute grant based on the strength of the proposed idea and the team’s ability to execute it. Recipient notices will be sent by email to the team leader. Teams that are not selected for a cloud compute grant are encouraged to continue in the competition and are still eligible for prizes.

Cloud Compute Grant Recipient Selection Criteria

  • OpenCV 5 and core image/video fit — weighted 20%
  • Technical and AWS feasibility — weighted 20%
  • Innovation — weighted 20%
  • Real-world impact — weighted 20%
  • Team strength, complementary skills, and relevant previous work — weighted 10%
  • Evaluation and demonstration plan — weighted 10%
  • Ties will be resolved first by the higher OpenCV 5 fit score, then technical and AWS feasibility, then team strength and relevant previous work.

Ties will be resolved first by the higher OpenCV 5 fit score, then technical and AWS feasibility, then team strength and relevant previous work.

Free AWS Credits for New Accounts

New AWS customers are eligible to receive up to $100 in AWS Free Tier credits when they sign up for a Free Plan account and may earn up to $100 more through eligible activities. Teams may use these credits for eligible AWS services in this competition, subject to current AWS Free Tier terms, service availability, and expiration rules. Use of the Free Tier Credits is subject to the AWS Promotional Credit Terms & Conditions. AWS Promotional Credits are not redeemable for cash and can only be applied to AWS Services.

Build Phase Details

From August 26 through October 26, all teams that submitted the required proposal will build, evaluate, document, and submit their final projects.

  • Teams are encouraged to join the official Slack channel to collaborate with others, and to use the #OpenCVComp26 hashtag on social media to share progress and milestones.

  • Teams who received a cloud compute grant must complete one 30-minute Zoom check-in with an organizing committee member during September 21–October 2 to receive the other 50% of their grant.

  • Teams must maintain active development and provide a concise progress update at the check-in.

  • Final submissions are due on October 26 at 11:59 p.m. Pacific Time.

The Prizes!

An entry may receive no more than one Overall Award and may also receive one or both Special Awards. Prizes are sent within 30 days of the final judging decision, provided eligibility and tax documentation are completed on time. For teams, the designated representative receives and distributes payment.

$5,000

Grand Prize

$3,000

Second Place

$2,000

Third Place

$1,000

Best Use of COOL

$1,000

Agentic Vision Award

An entry may receive no more than one Overall Award and may also receive one or both Special Awards. Each Special Award will be determined independently under its own rubric and will go to the highest-scoring eligible entry; if no entry satisfies the published qualifying requirements, that Special Award may remain unawarded. OpenCV will send prizes to each Overall Award and each Special Award within 30 days of the final judging decision, provided the potential winner timely completes required eligibility and tax documentation. For a team entry, the team representative will receive payment on the team’s behalf and is responsible for distributing it. Prizes are non-transferable by the winner. Sponsor in its sole discretion has the right to make a prize substitution of equivalent or greater value.

Full Official Schedule

  • Competition launch, registration, and proposals open August 12, 2026.

  • Proposal review: Rolling, as teams apply. Up to 50 selected.

  • AWS credit recipient notices: Begin August 25, 2026.

  • Phase 2 build: August 26–October 26, 2026.

  • Required midpoint check-ins: September 21–October 2, 2026.

  • Final judging: October 27–November 9, 2026.

  • Winners announcement: November 10, 2026.

All deadlines are 11:59 p.m. Pacific Time unless stated otherwise. The organizers will publish any approved schedule change through the official competition channels.

Final Judging Guidelines

Judges will be selected from the AI and computer vision community. AWS may nominate up to two judges. Eligible final entries will be scored on the following 100-point rubric.

Each final entry will receive at least two independent, conflict-free scores. Final rankings will use the average of those scores. Judges must disclose conflicts and recuse themselves. Entries opting into a Special Award will be scored separately under that award’s rubric.

Overall Rubric

  • Technical execution — weighted 30%: correctness and depth of the OpenCV 5 implementation, architecture, reliability, and evaluation.
  • Innovation — weighted 20%: originality and thoughtful use of computer vision or AI.
  • Real-world impact — weighted 20%: importance of the problem, usefulness, and evidence of potential benefit.
  • User experience — weighted 10%: usability, accessibility, and quality of interaction.
  • Documentation and presentation — weighted 10%: clarity of the report, code, architecture, instructions, and video.
  • Cloud delivery, reproducibility, and responsible operation — weighted 10%: AWS deployment quality, repeatability, observability, security, and responsible-use practices.
  • COOL or agentic methods are not required for the Overall Awards. When present, judges will credit them within the applicable overall criteria only to the extent that they improve the project.

 

Best Use of COOL Award Rubric

  • Verified COOL integration on AWS Graviton, or on the Arm component of a documented hybrid architecture — weighted 30%.
  • Architecture and technical quality — weighted 25%.
  • Measured performance, cost, reliability, or developer-productivity value — weighted 20%.
  • Innovation — weighted 15%.
  • Reproducibility and demonstration — weighted 10%.

 

Agentic Vision Award Rubric

  • Substantive OpenCV 5 and agent integration — weighted 30%.
  • Orchestration and appropriate autonomy — weighted 25%.
  • Task effectiveness and evaluation — weighted 20%.
  • Failure handling, observability, security, and human control — weighted 15%.
  • User experience, documentation, and demonstration — weighted 10%.

 

Judges’ decisions are final. Overall-ranking ties will be resolved first by Technical Execution, then Real-World Impact, then a conflict-free additional judge scoring all tied entries under the same rubric. Special-award ties will be resolved by the first criterion in the applicable rubric, then the second, then a conflict-free additional judge.

Final Submission Package Requirements

  • A technical report describing the problem, users, architecture, OpenCV 5 implementation, AWS deployment, evaluation, limitations, and responsible-use considerations.
  • A public or private judge-accessible code repository or archive. The code does not have to be open source.
  • Pinned dependencies plus clear build, deployment, and test instructions.
  • An architecture diagram showing the OpenCV 5 and AWS components and, where relevant, COOL or agent components.
  • A working web endpoint or an arranged live screen-share demonstration.
  • A public or unlisted judge-accessible video of no more than five minutes that shows the team, the application working, its architecture, and its principal results.
  • Evaluation evidence appropriate to the project, including failure cases or limitations.
  • Additional Evidence for the Best Use of COOL Award
  • The COOL version and AWS instance or deployment configuration.
  • A reproducible evaluation method, inputs, baselines, and results.
  • Evidence that COOL executes the claimed core workload.
  • Additional Evidence for the Agentic Vision Award
  • An agent workflow diagram showing perception, decision or orchestration, and action.
  • A trace or demonstration showing that OpenCV 5 output changes a later decision, tool call, or action.
  • Evaluation of task success, failure handling, observability, and appropriate human control.

Competition Terms & Conditions

Requirements For Participation

  • Register on the official competition Devpost page and participate individually or in a team of no more than four.
  • Submit the cloud compute grant proposal.
  • Use OpenCV 5 as a substantive runtime component of the submitted application.
  • Make image or video analysis central to the project rather than incidental.
  • Run a meaningful project component on AWS.
  • Submit original work and obtain all permissions and licenses needed for third-party code, data, models, music, images, video, trademarks, and other materials.
  • Provide judges with a working application. A judge-accessible web endpoint is preferred; a scheduled live screen-share demonstration is acceptable.
  • Comply with applicable laws, AWS service terms, platform rules, and the responsible-use requirements below.
  • Legal and Geographic Eligibility
  • The Competition is not open to participants residing in locales where participation, receipt of a prize, or payment would violate applicable U.S. sanctions, export-control restrictions, or applicable local law. Participants also must not be subject to, or acting for or on behalf of, a person or entity subject to applicable U.S. sanctions or export-control restrictions.
  • The Competition is not open to individuals who reside in, or teams containing a member who resides in areas with laws prohibiting prize-promotions, such as Brazil.
  • Eligibility will be verified before prizes are awarded; if participation or payment is prohibited, the participant is ineligible and no prize will be paid. Void where prohibited.
  • The Competition is not open to organizations involved with the design, production, paid promotion, execution, or distribution of the Hackathon, including the Sponsor and Administrator (“Promotion Entities”). Employees, representatives and agents of such Promotion Entities, and all members of their immediate family or household.

Legal and Geographic Eligibility

The Competition is not open to participants residing in locales where participation, receipt of a prize, or payment would violate applicable U.S. sanctions, export-control restrictions, or applicable local law. Participants also must not be subject to, or acting for or on behalf of, a person or entity subject to applicable U.S. sanctions or export-control restrictions.

The Competition is not open to individuals who reside in, or teams containing a member who resides in areas with laws prohibiting prize-promotions, such as Brazil.

Eligibility will be verified before prizes are awarded; if participation or payment is prohibited, the participant is ineligible and no prize will be paid. Void where prohibited.

The Competition is not open to organizations involved with the design, production, paid promotion, execution, or distribution of the Hackathon, including the Sponsor and Administrator (“Promotion Entities”). Employees, representatives and agents of such Promotion Entities, and all members of their immediate family or household.

Ownership, Use, and Privacy

Participants retain all right, title, and interest in their entries and underlying intellectual property, including source code, models, model weights, datasets, inventions, methods, documentation, images, and know-how, subject to any third-party licenses they use. Except for the license below, participation in the competition and submission of materials do not transfer ownership of that intellectual property to The Open Source Vision Foundation (OpenCV) or Amazon Web Services (AWS).

By submitting any proposal, report, presentation, or video in connection with the competition (collectively, “Submitted Materials”), each participant represents that it has the necessary rights and grants OpenCV and AWS, each independently, a perpetual, irrevocable (to the fullest extent permitted by law), worldwide, royalty-free, fully paid-up, non-exclusive, transferable, and sublicensable license to use, reproduce, host, store, edit, modify, adapt, translate, create derivative works from, publish, distribute, transmit, publicly display, publicly perform, promote, and otherwise use the Submitted Materials, in whole or in part, in any media now known or later developed, for any lawful commercial or noncommercial purpose, without further notice, approval, attribution, or compensation.

The license applies only to the Submitted Materials themselves. It does not grant rights to access, distribute, or use private source code, model weights, datasets, credentials, confidential materials, or other underlying project assets merely referenced, linked to, described, depicted, or demonstrated in the Submitted Materials, unless those materials are themselves included in a submission and the participant has the right to grant that license.

Personal data may be processed and shared among the contest administrator, OpenCV, and AWS only as reasonably necessary to administer the competition, verify eligibility, communicate with participants, and deliver benefits or prizes. Any use of participant data for unrelated marketing requires a separate, informed opt-in.

Eligibility and Fair Play

  • Participants must be at least 13 years old. Anyone who has not reached the legal age of majority where they live must obtain permission from a parent or legal guardian and complete any required platform forms.

  • Each team member must satisfy all eligibility requirements. A team must designate one representative authorized to submit and receive notices and prizes.

  • Entries must not manipulate registration, voting, judging, platform traffic, or contest operations through bots, fraud, hacking, or other abuse.

  • Disclosed agents and automated programs that are integral to the submitted project are allowed and encouraged; the prohibition above applies to abuse of the competition, not legitimate project functionality.

  • Employees and contractors directly involved in administering or judging the competition, and their immediate household members, are not eligible.

  • Final participant-facing governing-law, venue, eligibility, platform, and privacy terms will appear in the competition’s Official Rules posted on the Devpost Official Rules before registration opens; those rules control if the overview in this document conflicts with them.

Responsible and Ethical Use

Entries must be safe, lawful, respectful, and appropriate for public demonstration. Judges may reject an entry that:

  • Uses data, models, or media without the necessary rights or consent.

  • Creates material safety, privacy, security, discrimination, or surveillance risks without appropriate safeguards.

  • Contains unlawful, defamatory, sexually explicit, gratuitously violent, hateful, harassing, or otherwise abusive content.

  • Misrepresents capabilities, results, benchmarks, or the role of human review.

  • Violates applicable OpenCV, AWS, Devpost, or third-party terms.

Changes, Disqualification, and Award Administration

  • The organizers may disqualify an ineligible, incomplete, misleading, unsafe, unlawful, or rules-violating entry.

  • The organizers may modify, suspend, or cancel the competition when necessary to preserve fairness, security, or legal compliance, and will communicate material changes through official channels.

  • Potential winners must respond to notification and complete requested eligibility, release, and tax documentation by the stated deadline or risk replacement by the next eligible entry.

  • Winners are responsible for applicable taxes. Team members are responsible for any internal division of a team prize.

  • Final participant-facing governing-law, venue, eligibility, platform, and privacy terms will appear in the Devpost Official Rules before registration opens; those rules control if this overview conflicts with them.

Limitations of Liability

By entering this Competition, you agree that the Promotion Entities, and their respective parent, subsidiary, and affiliated companies, and any other organizations responsible for sponsoring, fulfilling, administering, advertising or promoting the Competition, and all of their respective past and present officers, directors, employees, agents and representatives (hereafter the “Released Parties”) shall not be liable to you under any cause of action or theory of liability relating to the Competition, even if a party has been advised of the possibility of such damages, for (a) indirect, incidental, special, consequential, or exemplary damages, or (b) lost profits, revenues, customers, opportunities, or goodwill. In any case, the Promotion Entities and their affiliates’ and licensors’ aggregate liability under these Terms and Conditions will not exceed USD $100. The limitations in this paragraph shall apply only to the maximum extent permitted by applicable law.

Final participant-facing governing-law, venue, eligibility, platform, and privacy terms will appear in the competition’s Official Rules posted on the Devpost Official Rules before registration opens; those rules control if theis overview in this document conflicts with them.

Contact & Questions

Questions about the competition may be sent to [email protected].