Shypd.aiThe largest open index of AI toolsAwesome-Deep-Camera-Calibration is an open-source resource for deep learning in camera calibration. It provides a curated list of papers, methods, and benchmarks for researchers and practitioners.
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Awesome-Deep-Camera-Calibration is a comprehensive open-source repository dedicated to deep learning applications in camera calibration. It serves as a valuable resource for researchers and practitioners in computer vision, offering a curated collection of papers, methods, and benchmarks. The repository details popular calibration objectives, various camera models, and extended applications, including novel calibration representations that show potential to replace traditional objectives for neural networks. It also includes a structural and hierarchical taxonomy of deep learning-based camera calibration, a concise milestone of methods, and statistical analyses. A notable feature is the benchmark dataset, which covers diverse camera models and environments, providing accurate ground truth and labels for evaluation.
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