inconsistent segmentation

[/ˌɪnkənˈsɪstənt ˌseɡmənˈteɪʃən/]
nounpl: inconsistent segmentations
segmentação inconsistente
1. A lack of uniformity or coherence in the division or partitioning of data, text, images, or other materials into distinct segments or parts
The OCR software produced inconsistent segmentation of the document pages, sometimes breaking paragraphs in the middle of sentences.
O software de OCR produziu uma segmentação inconsistente das páginas do documento, às vezes dividindo parágrafos no meio de frases.
2. In computational linguistics and image processing, the failure to apply uniform rules or criteria when dividing content into meaningful units
The neural network exhibited inconsistent segmentation when processing medical images, leading to unreliable diagnoses.
A rede neural apresentou segmentação inconsistente ao processar imagens médicas, resultando em diagnósticos pouco confiáveis.
3. Variation in how boundaries are defined between segments, resulting in overlapping, missing, or conflicting divisions
Inconsistent segmentation in the dataset affected the quality of the machine learning model's training.
A segmentação inconsistente no conjunto de dados afetou a qualidade do treinamento do modelo de aprendizado de máquina.
This is primarily a technical term used in computer science, machine learning, and data processing fields in both Brazilian Portuguese and American English contexts. It is commonly encountered in academic papers, software documentation, and technical discussions related to artificial intelligence and image/text processing. The term has no significant cultural variations between regions but is understood uniformly across technical communities.
Synonyms / Sinônimos
irregular segmentationnon-uniform segmentationvariable segmentationincoherent segmentation
Antonyms / Antônimos
consistent segmentationuniform segmentationcoherent segmentationstandardized segmentation

Regional Variations

General Brazilian Portuguese
segmentação inconsistente
Standard technical term used in computer science and data processing contexts
Portugal
segmentação inconstante
Alternative phrasing sometimes used; 'inconsistente' is also acceptable
Technical/Academic
segmentação não-uniforme
More specific technical variant emphasizing lack of uniformity

Related Words

segmentation algorithmboundary detectionimage segmentationtext segmentationsemantic segmentationinstance segmentationdata partitioning

Related Idioms & Phrases

to segment something consistently
inconsistency in boundaries
irregular division
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