Short Video People Pose Analysis

@steveng96

Hello, With over 7 years of experience in Python and OpenCV, I specialize in developing AI systems for image and video analysis. I understand your requirement for automated people pose analysis in a short video clip. I will utilize tools like OpenCV and deep-learning frameworks to accurately extract pose information for each person in the frame. My expertise in building scalable systems for real-time processing makes me well-suited for this project. I have a strong background in full-stack development (Node.js, TypeScript, Python, Go) and AI systems, ensuring efficient and accurate results. Let's discuss further details in the chat so we can align on the project specifics. Thanks.

@boryskhomych

Hello, How will the pose analysis model handle scenarios where individuals are partially obscured or in complex poses? With over 7 years of experience in Computer Vision, Deep Learning, and Python, I specialize in developing accurate and efficient algorithms for analyzing visual data. For this project, I would approach the task by leveraging a combination of OpenCV and MediaPipe to detect and extract pose key-points from each person in the video. By ensuring robust handling of edge cases and optimizing for accuracy, I will deliver a JSON/CSV file with detailed pose information, a concise scene summary, and visual overlays for easy review. I prioritize clear communication and timely delivery. I am eager to discuss further details and move forward with this engaging project. Best regards, Borys

@abhiramukk

Hi, This is Abhiram from UK. I understand the need to analyze poses in a short video clip accurately. Having experience in similar projects, I recognize the technical challenges involved in identifying individuals and extracting pose information effectively. To approach this, I would utilize tools like OpenCV or MediaPipe to ensure precise per-frame pose key-points extraction and scene summarization. The focus would be on delivering accurate results, aligning key-points correctly, and providing a clear summary of the actions in the video. Let me ask you a couple of things so I understand it better: Q1- Are there specific actions or interactions you are particularly interested in identifying? Q2- Do you have any preferences regarding the format of the final deliverables? Looking forward to discussing this further and ensuring a successful outcome for your project.

@toqeer74

Accurate pose estimation and scene summarization hinge on effectively utilizing frameworks like OpenCV and deep learning. To address your specific needs, I propose utilizing MediaPipe to extract reliable pose key-points for each individual detected. A JSON or CSV output will facilitate transparent data access, while a short text summary will encapsulate key scene dynamics and interactions amongst subjects. I will ensure that every visible person is flagged if pose confidence drops, adhering to a 95% accuracy threshold. Expect the initial deliverables within 7 days. Want to see a quick deliverable preview before committing?