People and Object Detection
Video Logic leverages Machine Learning-based and Deep Learning-based approaches to perform Object Detection, which refers to detecting the presence and location of a desired objects or bodies within a video or image and tracking their movement over time. We have used Object Detection for:
- Face Recognition: Automatically recognizing and localizing human faces within video and images
- Pose Estimation: locating of the main joints of a body from provided digital assets such as videos or a sequence of images and identifying specific movements
- Tracking: Identifying, detecting, and following an object of interest within a sequence of images over some time
These various techniques are typically used in combination to achieve outcomes like following a hockey puck during match or tracking a specific person in a crowd.