Shypd.aiThe largest open index of AI toolsGOTURN is an AI Agents & Automation tool that provides C++ code for deep learning-based object tracking. It enables real-time object tracking at 100 FPS, making it suitable for computer vision and robotics applications.
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GOTURN is an open-source C++ implementation of a deep learning-based object tracker, designed for high-speed performance at 100 frames per second. It addresses the problem of single target tracking, where a bounding box label of an object in the first frame is used to track that object throughout a video. The system is robust to viewpoint changes, lighting changes, and deformations, though it does not handle occlusions. It leverages neural networks trained on generic objects, allowing it to track novel objects without fine-tuning. The repository includes installation instructions, a pretrained model, scripts for visualizing and evaluating tracking performance, and guidance for training the tracker using ALOV and ImageNet datasets. It is ideal for developers and researchers in computer vision.
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