itslogannye/softTissueTumorousLesions
收藏Hugging Face2023-01-15 更新2024-03-04 收录
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https://hf-mirror.com/datasets/itslogannye/softTissueTumorousLesions
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资源简介：
该数据集是一个用于图像分类任务的自动处理数据集，专门针对软组织肿瘤种类项目。数据集包含512x512 RGB图像和对应的目标类别标签。数据集结构包括图像和目标两个字段，目标字段是一个包含多种肿瘤种类的分类标签。数据集被分为训练集和验证集，分别包含6268和1570个样本。
提供机构：
itslogannye
原始信息汇总
AutoTrain Dataset for project: soft-tissue-tumor-species
Dataset Description
- Task Category: Image-classification
- Language: The BCP-47 code for the datasets language is unk.
Dataset Structure
Data Instances
- Sample Structure: json [ { "image": "<512x512 RGB PIL image>", "target": 16 }, { "image": "<512x512 RGB PIL image>", "target": 29 } ]
Dataset Fields
- Fields: json { "image": "Image(decode=True, id=None)", "target": "ClassLabel(names=[Adipose Tissue, Alveolar Rhabdomyosarcoma, Alveolar Soft Part Sarcoma, Angioleiomyoma, Angiosarcoma, Clear Cell Sarcoma, Dedifferentiated Liposarcoma, Dense Connective Tissue, Dermatofibrosarcoma Protuberans, Desmoplastic Small Round Cell Tumor, Elastic Connective Tissue, Elastofibroma, Embryonal Rhabdomyosarcoma, Epithelioid Hemangioendothelioma, Epithelioid Sarcoma, Extraskeletal Myxoid Chondrosarcoma, Fibrocartilage, Fibroma (of Tendon Sheath), Fibromatosis, Fibrosarcoma, Fibrous Histiocytoma, Glomus Tumor, Granular Cell Tumor, Hemangioma, Heterotopic Ossification (Myositis Ossificans), Hibernoma, Hyaline Cartilage, Inflammatory Myofibroblastic Tumor, Kaposi Sarcoma, Leiomyosarcoma, Lipoblastoma, Lipoma, Loose Connective Tissue, Low Grade Fibromyxoid Sarcoma, Malignant Peripheral Nerve Sheath Tumor, Myopericytoma, Myxofibrosarcoma, Myxoid Liposarcoma, Neurofibroma, Nodular Fasciitis, Perineurioma, Proliferative Fasciitis, Rhabdomyoma, Schwannoma, Sclerosing Epithelioid Fibrosarcoma, Skeletal Muscle, Solitary Fibrous Tumor, Spindle Cell Lipoma, Synovial Sarcoma, Tenosynovial Giant Cell Tumor, Tumoral Calcinosis, Undifferentiated Pleiomorphic Sarcoma], id=None)" }
Dataset Splits
- Splits:
Split name Num samples train 6268 valid 1570
