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):5018
標註數量(json文件個數):5018
標註類別數:2
標註類別名稱:["roots","treefall"]
每個類別標註的框數:
roots(樹根) count = 11988
treefall(倒樹) count = 43389
總框數:55377
使用標註工具:labelme=5.5.0
所在倉庫:firc-dataset
圖片分辨率:640x640
無人機:DJI MAVIC 3
採集高度:8-12m
採集角度:80-90°
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:
標註例子:
原圖:
標註繪製結果:
labelme編輯圖實例:
labelme標註json格式:
{
"version": "5.5.0",
"flags": {},
"shapes": [
{
"label": "treefall",
"points": [
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160,
0
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[
161.875,
25.625
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[
161.25,
39.375
],
[
161.875,
40
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[
166.25,
70
],
[
167.5,
102.5
],
[
168.075,
103.075
],
[
168.075,
108.656
],
[
170,
114.825
],
[
169.375,
121.875
],
[
170,
122.5
],
[
170.625,
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],
[
171.25,
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],
[
173.75,
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[
176.875,
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],
[
176.875,
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[
177.5,
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[
178.75,
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],
[
179.375,
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],
[
180,
267.5
],
[
180.625,
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],
[
181.25,
276.25
],
[
181.25,
295.625
],
[
181.875,
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],
[
182.5,
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],
[
183.125,
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[
183.75,
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],
[
187.5,
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[
186.25,
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[
186.875,
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],
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187.5,
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[
188.75,
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[
188.75,
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193.75,
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203.75,
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203.75,
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204.375,
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201.25,
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[
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[
197.5,
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196.875,
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[
196.25,
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196.875,
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194.375,
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190.625,
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190.625,
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191.25,
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191.875,
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191.25,
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191.25,
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183.944,
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183.488,
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181.775,
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181.1,
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[
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[
176.25,
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[
173.125,
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],
[
171.875,
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[
171.25,
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[
170,
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],
[
160,
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]
],
"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "treefall",
"points": [
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],
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],
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[
330.625,
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333.75,
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[
334.375,
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337.5,
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337.5,
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],
"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
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"points": [
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193.75,
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238.125,
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145.625,
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]
],
"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "roots",
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376.25,
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"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "treefall",
"points": [
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31.775,
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],
"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "treefall",
"points": [
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"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "treefall",
"points": [
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"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "roots",
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"group_id": null,
"shape_type": "polygon",
"flags": {}
},
{
"label": "roots",
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"flags": {}
}
],
"imagePath": "firc_tree_2469.jpg",
"imageData": null,
"imageHeight": 640,
"imageWidth": 640
}