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Recall 2

Object Detection, mAP(The Mean Average Precision)

Object Detection - Image Classification = (single object) Classification - Image Localization = (single object) Localization, predicting the location of a single object in the Bounding Box. - Object Detection = (multi objects) Localization + (multi objects) Classification In addition, Object Detection returns the coordinate of the Bounding Box and Confidence Score. Bounding Box It returns the to..

Deep Learning/Object Detection 2024.02.16

Precision, Recall, Term Frequency, TF, Inverse Document Frequency, IDF

Document : Data is stored as document that share similar traits are grouped into an index. User ↓ ⇢ search something Elasticsearch ↓ ⇢ retrieves relevant documents, then Elasticsearch presents them as search results Search Results Precision : The dots inside the white circle, the portion of the retrived data actually relevant to the search query. All the retrived results to be a perfect match to..

Elastic Stack/Elasticsearch 2021.04.15
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