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Linov Ocr Breastcancer Finetune

AI Prediction: benign Confidence: 82%

TipoText modelVersãoLINOV-OCR_K_M

Fonte do modelo

Tipo
Text model
Tamanho do arquivo
523 MB
Versão
vLINOV-OCR_K_M
Atualizado
21 de set. de 2026
Downloads
58
Fonte
Hugging Face

Descrição da fonte

Breast Cancer Ultrasound Image Classification Model

AI Prediction: benign Confidence: 82%

This result is generated by an AI model for research and educational purposes only. It is not a medical diagnosis. Please consult a qualified healthcare professional for clinical interpretation. A breast ultrasound image classification model fine-tuned to classify ultrasound images into three categories:

  • Benign
  • Malignant
  • Normal

This model was trained using the breastcancer-ultrasound-images dataset and is intended for medical imaging research, education, prototyping, and local/offline AI experimentation.

This model can also be explored for mobile and on-device AI workflows, where ultrasound images are processed directly on a laptop, edge device, or supported mobile phone without relying on a cloud API.

Important: This model is not a medical diagnostic tool. It is intended for research, education, and prototype development only.


Model Overview

ItemDescription
Model taskBreast ultrasound image classification
InputBreast ultrasound image
OutputBenign, malignant, or normal prediction
ModalityMedical image / ultrasound image
Datasetemre570/breastcancer-ultrasound-images
Main use caseMedical imaging AI research and prototype development
Local usageSupported through compatible local inference runtime
Mobile usagePossible after conversion or integration into mobile runtime
Offline usagePossible after model and runtime are installed locally
Clinical useNot intended for clinical diagnosis

What This Model Is For

This model is designed to classify breast ultrasound images into one of three categories:

benign
malignant
normal

Fontes

1 fonte
Hugging FacePrimárioVersão 501b8d1cadf210c65bb565e281170f833940a7a0
huggingface.co/Linov1991/linov-ocr-breastcancer-finetune/tree/501b8d1cadf210c65bb565e281170f833940a7a0

Verificado 10 de set.

Artefatos de modelo

1 artefato

LINOV-OCR_K_M.gguf

gguf · 523 MB · SHA-256 f11a3422a6de…f94f · Hugging Face

Download file

Trechos de fonte

2 trechos

--- language: - en tags: - image-classification - computer-vision - medical-imaging - breast-cancer - ultrasound - healthcare - mobile-ai - offline-ai - local-ai - on-device-ai - edge-ai - research - prototyping pipeline_tag: image-classification library_name: transformers datasets: - emre570/breastcancer-ultrasound-images --- # Breast Cancer Ultrasound Image Classification Model AI Prediction: benign Confidence: 82% This result is generated by an AI model for research and educational purposes only. It is not a medical diagnosis. Please consult a qualified healthcare professional for clinical interpretation. A breast ultrasound image classification model fine-tuned to classify ultrasound images into three categories: - Benign - Malignant - Normal This model was trained using the `breastcancer-ultrasound-images` dataset and is intended for medical imaging research, education, prototyping, and local/offline AI experimentation. This model can also be explored for mobile and on-device AI workflows, where ultrasound images are processed directly on a laptop, edge device, or supported mobile phone without relying on a cloud API. > Important: This model is not a medical diagnostic tool. It is intended for research, education, and prototype development only. --- ## Model Overview | Item | Description | |---|---| | Model task | Breast ultrasound image classification | | Input | Breast ultrasound image | | Output | Benign, malignant, or normal prediction | | Modality | Medical image / ultrasound image | | Dataset | `emre570/breastcancer-ultrasound-images` | | Main use case | Medical imaging AI research and prototype development | | Local usage | Supported through compatible local inference runtime | | Mobile usage | Possible after conversion or integration into mobile runtime | | Offline usage | Possible after model and runtime are installed locally | | Clinical use | Not intended for clinical diagnosis | --- ## What This Model Is For This model is designed to classify breast ultrasound images into one of three categories: ```text benign malignant normal

Source context: 58 downloads · 0 likes · Pipeline image-classification · Library transformers · Repo Linov1991/linov-ocr-breastcancer-finetune