Shypd.aiThe largest open index of AI toolsvoc-dpm is an open-source object detection system that uses deformable part models (DPMs) and latent SVM. It provides code for object detection, model learning, and pretrained models for various datasets.
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voc-dpm is an open-source object detection system, specifically voc-release5, developed by Ross Girshick. It implements object detection based on mixtures of deformable part models (DPMs) and supports both binary latent SVM and weak-label structural SVM (WL-SSVM) for learning. The system includes pretrained models for PASCAL and INRIA Person datasets, along with features like context rescoring and the star-cascade detection algorithm. Implemented primarily in MATLAB with MEX C++ helper functions for efficiency, it requires MATLAB, GCC, and at least 4GB of memory. The GitHub repository serves as a code release, with the author recommending checking their website for the latest, more thoroughly tested tarball.
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