标注好的胃病识别数据集,可识别食管炎,胃炎,胃出血,健康,息肉,胃溃疡等常见疾病,支持yolo, coco json,pascal voc xml格式的标注
标签信息:
Esophagitis
Gastritis
Hemorrhage
Normal Stomach
Polyp
Stomach Ulcer
Tumor
dyed-resection-margins
分别对应的是:
食管炎
胃炎
出血
正常胃
息肉
胃溃疡
瘤
染色切缘
数据集拆分
训练集:
141图片
验证集:
39图片
测试集
19图片
预处理
自动定向: 应用
调整大小: 拉伸至 640x640
增强
未进行任何增强。
数据集图片和标注信息:








模型训练识别结果:

对应的推理结果如下:
{
"predictions": [
{
"x": 506,
"y": 847,
"width": 124,
"height": 276,
"confidence": 0.867,
"class": "Stomach Ulcer",
"class_id": 5,
"detection_id": "d264539e-308a-4259-a6b8-358e019e81a4"
},
{
"x": 605,
"y": 240.5,
"width": 304,
"height": 167,
"confidence": 0.626,
"class": "Stomach Ulcer",
"class_id": 5,
"detection_id": "41acdfef-dc5c-4ba6-bc70-11061cf613b2"
}
]
}
数据集下载地址:
yolo v11: https://download.csdn.net/download/pbymw8iwm/92465680
yolo v9: https://download.csdn.net/download/pbymw8iwm/92465682
yolo v8: https://download.csdn.net/download/pbymw8iwm/92465676
yolo v7: https://download.csdn.net/download/pbymw8iwm/92465678
yolo v5: https://download.csdn.net/download/pbymw8iwm/92465681
coco json: https://download.csdn.net/download/pbymw8iwm/92465677
pascal voc xml: https://download.csdn.net/download/pbymw8iwm/92465679