ADAMpro is a database system to store and retrieve multimedia data. It provides Boolean retrieval and similarity search and makes use of a various index structures for efficient retrieval.
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Oct 18, 2021 - Scala
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multimedia-database
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In this repository, we implement common image processing techniques in Python and fully describe their algorithms.
python opencv numpy image-processing scikit-image scipy matplotlib noise-generator cv2 noise-reduction gaussian-filter median-filter contrast-enhancement histogram-equalization histogram-of-oriented-gradients mean-filter multimedia-database bit-plane-slicing spatial-filtering local-binary-pattern
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Apr 21, 2022 - Jupyter Notebook
This project implements advanced image retrieval techniques for Caltech101 dataset, using algorithms like MDS, SVD, DBScan, and Locality Sensitive Hashing (LSH). It focuses on optimizing retrieval accuracy and efficiency through dimensionality reduction, clustering, classification, and relevance feedback, enhancing multimedia search capabilities.
machine-learning svm image-processing lsh image-classification lda svd dbscan decision-tree-classifier random-forest-classifier relevance-feedback multimedia-database retrieval-systems probablistic-models nnmf
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Nov 30, 2023 - Jupyter Notebook
spatial & multimedia databases: multidimensional data management concepts, theories, and technologies, focusing on data access methods and similarity query processing for spatial, multimedia, and Web-based databases, with particular emphasis on video indexing and search.
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Jun 12, 2021 - PLpgSQL
Ukládání a příprava dat - Projekt
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Dec 16, 2019 - Java
Ukládání a příprava dat - Projekt
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Dec 16, 2019 - Java
Ukládání a příprava dat - Cvičení
jdbc oracle databases nosql-database spatial-database xml-database vut multimedia-database vut-fit upa
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Jan 11, 2020 - Java
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