consistent segmentation
[kən-ˈsi-stənt ˌseg-mən-ˈtā-shən]
nounpl: consistent segmentations
segmentação consistente
1. The process of dividing data, images, text, or objects into uniform, coherent parts that maintain uniform properties and boundaries across multiple instances or time periods
The algorithm achieved consistent segmentation of the medical images across all patient scans.
O algoritmo alcançou segmentação consistente das imagens médicas em todos os exames dos pacientes.
2. In machine learning and computer vision, the ability to produce identical or highly similar segmentation results when applied to comparable datasets or repeated analyses
Consistent segmentation is crucial for reliable document processing systems.
A segmentação consistente é crucial para sistemas confiáveis de processamento de documentos.
3. In natural language processing, the uniform division of text into meaningful units that follow the same rules and criteria throughout an analysis
The text tokenizer ensures consistent segmentation of sentences regardless of punctuation variations.
O tokenizador de texto garante segmentação consistente das sentenças independentemente de variações de pontuação.
This is primarily a technical term used in computer science, artificial intelligence, and data processing fields. It is equally used in both Brazilian Portuguese and European Portuguese technical communities, with minimal regional variation. The term has become standardized in international technical documentation and academic papers, particularly in fields like machine learning, computer vision, and natural language processing.
Related Idioms & Phrases
maintain consistent segmentation
achieve consistent segmentation across datasets
ensure consistent segmentation in processing
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