2D pose estimation

Project Title: 2D Pose Estimation Description: I am looking for a skilled freelancer to assist me with a 2D pose estimation project. The purpose of this project is to accurately estimate human poses using machine learning or deep learning techniques. Skills and Experience: - Proficiency in Python programming language - Strong background in machine learning and/or deep learning - Experience with human pose estimation algorithms and techniques - Knowledge of computer vision techniques is a plus - Ability to implement and fine-tune existing pose estimation models - Familiarity with popular deep learning frameworks such as TensorFlow or PyTorch Tasks and Responsibilities: - Develop and implement a 2D pose estimation algorithm using machine learning or deep learning techniques - Train and fine-tune the model using a large dataset of annotated human poses - Evaluate the performance of the model and make necessary improvements for occlusions - Collaborate with the team to integrate the pose estimation algorithm into existing systems or applications - Optimize the algorithm for real-time performance if required If you have a strong background in machine learning, deep learning, and human pose estimation, and are proficient in Python, I would love to hear from you. Please provide examples of your previous work in similar projects.