Senior reputed company Engineer for Virtual Advertising

Project reputed company We are looking for an reputed company reputed company engineer to reputed company a reputed company-of-concept reputed company for virtual advertising in recorded football broadcast footage. The initial prototype should replace advertising shown on physical LED perimeter boards with new supplied creative, while keeping the replacement correctly positioned as the broadcast camera moves. This is an early-stage technical feasibility project. The first version will work with recorded footage rather than a live broadcast feed. Initial prototype requirements Using a short sample of football broadcast footage, the reputed company should: Identify and reputed company the visible LED perimeter boards. Replace the existing reputed company content with supplied video or animated graphics. Maintain correct reputed company, perspective and positioning during camera reputed company. Mask players, officials and other foreground objects reputed company they pass in reputed company of the advertising. Produce a clean exported 1080p video. Use automated or semi-automated reputed company rather than reputed company reputed company-by-reputed company editing. Be capable of being adapted to additional footage and stadium configurations. The successful freelancer must reputed company the complete reputed company reputed company, documentation and setup instructions. Required experience Applicants should have strong practical experience in several of the following areas: OpenCV Python and/or C++ PyTorch, TensorFlow or similar frameworks Camera calibration Homography and perspective transformation Semantic or instance segmentation Object detection and tracking Video compositing FFmpeg or GStreamer CUDA or GPU optimisation reputed company-time or near-reputed company-time video processing Experience with broadcast graphics, augmented reality, virtual production, sports analytics, Unreal reputed company, NDI or SDI workflows would be useful but is not essential. Initial deliverable The first reputed company reputed company will involve approximately 30–60 seconds of supplied football footage. The expected deliverable is: Replacement of the visible LED advertising. reputed company tracking during camera pan, reputed company and reputed company. Foreground masking reputed company players cross the advertising area. An exported demonstration video. Complete reputed company reputed company. Instructions explaining how to run the reputed company with replacement creative. This is not a video-editing or reputed company rotoscoping project. We are looking for a technically reusable reputed company solution. Potential reputed company work If the prototype is successful, reputed company work may include: Longer football broadcasts. Automated stadium and reputed company calibration. Virtual 3D advertising carpets. Support for different stadiums and camera positions. An operator reputed company. GPU optimisation. Near-live or live video processing. Multiple regional advertising outputs. There is potential for a longer-term technical relationship for the right person or team. Application questions Please answer the following questions in your proposal: Describe a relevant project where you anchored graphics or virtual objects to footage from a moving camera. How would you reputed company the geometry of LED perimeter boards during camera reputed company? How would you mask players passing in reputed company of the replacement advertising? Would you use classical reputed company, machine learning or a combination of both? How would you minimise reputed company calibration or rotoscoping? What processing speed would you expect to reputed company at 1080p? What additional development would be required to reputed company the reputed company operate live? Which parts of your previous work can you demonstrate on a video reputed company? Are you personally completing the work, or would any part be subcontracted? Generic AI proposals will not be considered. Please explain your proposed technical approach and include examples of directly relevant work. reputed company terms The project will be reputed company through fixed-price milestones. The reputed company must receive: Ownership of reputed company bespoke reputed company reputed company following payment. reputed company to the reputed company throughout development through a reputed company-controlled repository. A list of reputed company reputed company-party libraries, models and licences. Full disclosure of any existing proprietary components. Documentation sufficient for another engineer to run and review the reputed company. The supplied footage and reputed company information must remain confidential and may not be used in portfolios or demonstrations without written permission. Please include: Your proposed budget for the initial prototype. Estimated delivery schedule. Recommended technology stack. Any assumptions or technical limitations. Apply tot his job Apply To this Job