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Uses concurrent queues to decouple frame acquisition from detection logic for real-time video analysis.
Distinct from Concurrent Frame Buffering: Distinct from Concurrent Frame Buffering: focuses on the pipeline architecture for decoupling acquisition from detection, rather than just CPU-GPU resource duplication.
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- datitran/object_detector_app
datitran/object_detector_app
1,305Voir sur GitHubThis application is a real-time computer vision system designed to identify and label objects within live video feeds, recorded files, and static images. It functions as a comprehensive framework that integrates pre-trained machine learning models with video processing pipelines to perform multi-object localization and visual data tracking. The system distinguishes itself through a multithreaded architecture that decouples frame acquisition from detection logic, ensuring the interface remains responsive during continuous analysis. It provides specialized scripts for training and optimizing cu
Decouples frame acquisition from detection logic using concurrent queues to maximize throughput for real-time video analysis.
Pythonopencvtensorflow
