Real-Time Object Detection

This tool will allow you to upload a video and perform real-time object detection using a COCO-SSD model via WebAssembly.

Business Use Cases

Surveillance and Security: Monitor video feeds for unauthorized access.
Retail Analytics: Analyze customer behavior and optimize store layouts.
Traffic Monitoring: Monitor traffic flow and detect accidents.
Healthcare: Monitor patients and detect falls in care facilities.
Sports Analysis: Analyze player movements and strategies.
Autonomous Vehicles: Detect and respond to objects in the environment.
Augmented Reality: Integrate with AR experiences for interactive applications.

Accuracy: Object detection models may not always accurately identify objects, especially in complex or cluttered scenes.
Performance: Real-time processing can be resource-intensive, potentially leading to slower performance on less powerful devices.
Lighting Conditions: Poor lighting can affect the model's ability to detect objects accurately.
Occlusion: Objects that are partially obscured may not be detected correctly.
Model Limitations: The COCO-SSD model is trained on a limited set of object classes and may not recognize objects outside of this set.
Privacy Concerns: Use of object detection in surveillance may raise privacy issues.