數據集格式:labelme格式(不包含mask文件,僅僅包含jpg圖片和對應的json文件)

圖片數量(jpg文件個數):4918

標註數量(json文件個數):4918

標註類別數:5

標註類別名稱:["Basophil","Erythroblast","Monocyte","Myeloblast","Seg_Neutrophil"]=>["嗜鹼性粒細胞","幼紅細胞","單核細胞","原粒細胞","分葉核中性粒細胞"]

每個類別標註的框數:

Basophil count = 977

Erythroblast count = 1108

Monocyte count = 973

Myeloblast count = 980

Seg_Neutrophil count = 982

總框數:5020

使用標註工具:labelme=5.5.0

所在倉庫:firc-dataset

圖片分辨率:640x640

標註規則:對類別進行畫多邊形框polygon

重要説明:可以將數據集用labelme打開編輯,json數據集需自己轉成mask或者yolo格式或者coco格式作語義分割或者實例分割

特別聲明:本數據集不對訓練的模型或者權重文件精度作任何保證

圖片預覽:

癌症檢測血細胞識別分割數據集labelme格式4918張5類別_json數據

癌症檢測血細胞識別分割數據集labelme格式4918張5類別_數據集_02

標註例子:

原圖:

癌症檢測血細胞識別分割數據集labelme格式4918張5類別_json數據_03

標註繪製結果:

癌症檢測血細胞識別分割數據集labelme格式4918張5類別_json數據_04

labelme編輯圖實例:

癌症檢測血細胞識別分割數據集labelme格式4918張5類別_json數據_05

labelme格式實例:

{
  "version": "5.5.0",
  "flags": {},
  "shapes": [
    {
      "label": "Myeloblast",
      "points": [
        [
          133.106,
          268.218
        ],
        [
          126.562,
          288.63
        ],
        [
          128.674,
          303.843
        ],
        [
          134.4,
          337.6
        ],
        [
          163.126,
          405.256
        ],
        [
          190.838,
          435.298
        ],
        [
          227.403,
          453.398
        ],
        [
          242.798,
          453.398
        ],
        [
          272.819,
          464.184
        ],
        [
          290.91,
          465.723
        ],
        [
          317.853,
          466.494
        ],
        [
          355.957,
          454.555
        ],
        [
          379.434,
          439.918
        ],
        [
          389.826,
          441.459
        ],
        [
          401.758,
          437.608
        ],
        [
          409.84,
          422.973
        ],
        [
          403.298,
          402.944
        ],
        [
          404.8,
          372.8
        ],
        [
          414.4,
          337.6
        ],
        [
          411.2,
          321.6
        ],
        [
          408.301,
          305.886
        ],
        [
          404.067,
          295.102
        ],
        [
          397.139,
          283.163
        ],
        [
          388.286,
          277.075
        ],
        [
          384.053,
          267.061
        ],
        [
          389.056,
          256.662
        ],
        [
          387.517,
          249.73
        ],
        [
          376,
          249.6
        ],
        [
          355.957,
          221.998
        ],
        [
          338.251,
          198.12
        ],
        [
          300.91,
          183.101
        ],
        [
          272.045,
          181.944
        ],
        [
          246.642,
          184.254
        ],
        [
          221.048,
          191.187
        ],
        [
          182.942,
          211.6
        ],
        [
          148.885,
          248.189
        ],
        [
          133.106,
          268.218
        ]
      ],
      "group_id": null,
      "shape_type": "polygon",
      "flags": {}
    }
  ],
  "imagePath": "firc_pic_3882.jpg",
  "imageData": null,
  "imageHeight": 640,
  "imageWidth": 640
}