08数据标注-VOC数据集-目标检测框架
@ -30,15 +30,15 @@ http://www.jinglingbiaozhu.com/
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创建标注项目
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创建标注项目
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手动标注
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手动标注
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导出voc数据,导出数据到Annotations文件夹
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导出voc数据,导出数据到Annotations文件夹
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查看导出的xml数据信息
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查看导出的xml数据信息
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@ -119,11 +119,11 @@ Python>=3.7.0和PyTorch>=1.7
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训练集/验证集图片数据
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训练集/验证集图片数据
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训练集/验证集标签数据(坐标数据归一化)
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训练集/验证集标签数据(坐标数据归一化)
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## 生成yolov5所需要的训练数据
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## 生成yolov5所需要的训练数据
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@ -145,7 +145,7 @@ Python>=3.7.0和PyTorch>=1.7
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生成的数据如下
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生成的数据如下
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## 开始训练yolov5
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## 开始训练yolov5
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@ -157,13 +157,13 @@ Python>=3.7.0和PyTorch>=1.7
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github可以下载weights
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github可以下载weights
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2.训练数据`data`
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2.训练数据`data`
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parser.add_argument('--data', type=str, default=ROOT / 'data/my.yaml', help='dataset.yaml path')
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parser.add_argument('--data', type=str, default=ROOT / 'data/my.yaml', help='dataset.yaml path')
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my.yaml文件
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my.yaml文件
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@ -189,11 +189,11 @@ my.yaml文件
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**三、启动训练 yolov5\train.py**
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**三、启动训练 yolov5\train.py**
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会生成一个run文件
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会生成一个run文件
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**四、启动推理 yolov5\detect.py**
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**四、启动推理 yolov5\detect.py**
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@ -211,8 +211,8 @@ my.yaml文件
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生成的文件夹
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生成的文件夹
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推理效果
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推理效果
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Before Width: | Height: | Size: 16 KiB After Width: | Height: | Size: 16 KiB |
Before Width: | Height: | Size: 20 KiB After Width: | Height: | Size: 20 KiB |
Before Width: | Height: | Size: 12 KiB After Width: | Height: | Size: 12 KiB |
Before Width: | Height: | Size: 43 KiB After Width: | Height: | Size: 43 KiB |
Before Width: | Height: | Size: 40 KiB After Width: | Height: | Size: 40 KiB |
Before Width: | Height: | Size: 19 KiB After Width: | Height: | Size: 19 KiB |
Before Width: | Height: | Size: 87 KiB After Width: | Height: | Size: 87 KiB |
Before Width: | Height: | Size: 29 KiB After Width: | Height: | Size: 29 KiB |
Before Width: | Height: | Size: 43 KiB After Width: | Height: | Size: 43 KiB |
Before Width: | Height: | Size: 18 KiB After Width: | Height: | Size: 18 KiB |
Before Width: | Height: | Size: 16 KiB After Width: | Height: | Size: 16 KiB |
Before Width: | Height: | Size: 69 KiB After Width: | Height: | Size: 69 KiB |