自定义数据集，成功导出anchor.npy和img_ann.npy，然后在训练时却发生如下错误 #20
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应该是数据集类别数量和训练时指定的类别数量不同导致的。你可以将自定义数据集做成voc的格式，这样防止自定义数据集时写代码处理出错的可能性。 |
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蹲一下后续。我用公开的数据（http://faculty.neu.edu.cn/songkechen/zh_CN/zdylm/263270/list/index.htm），六类数据 修改了参数 CLSNUM=6 ，莫非是我其它参数没改？ make anchors DATASET=voc ANCNUM=3 LOW="0.0 0.0" HIGH="0.7 0.8"
# 正常出图
make train MODEL=yolo_mobilev1 DEPTHMUL=0.75 MAXEP=10 ILR=0.001 DATASET=voc CLSNUM=6 IAA=False BATCH=6
# 报错
2022-03-16 23:14:27.857126: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 24 is out of bounds for axis 3 with size 11
Traceback (most recent call last):
File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__
return func(device, token, args)
File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__
ret = self._func(*args)
File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser
labels = self.box_to_label(true_box)
File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label
labels[l][idy, idx, n, 5 + int(box[0])] = 1.
IndexError: index 24 is out of bounds for axis 3 with size 11
2022-03-16 23:14:27.857297: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 19 is out of bounds for axis 3 with size 11
Traceback (most recent call last):
File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__
return func(device, token, args)
File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__
ret = self._func(*args)
File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser
labels = self.box_to_label(true_box)
File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label
labels[l][idy, idx, n, 5 + int(box[0])] = 1.
IndexError: index 19 is out of bounds for axis 3 with size 11 |
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检查你生成的数据集label，看看有没有大于6的值。
发自我的iPhone
…------------------ 原始邮件 ------------------
发件人: Kearney ***@***.***>
发送时间: 2022年3月16日 23:40
收件人: zhen8838/K210_Yolo_framework ***@***.***>
抄送: 郑启航 ***@***.***>, Comment ***@***.***>
主题: 回复：[zhen8838/K210_Yolo_framework] 自定义数据集，成功导出anchor.npy和img_ann.npy，然后在训练时却发生如下错误 (#20)
蹲一下后续。我用公开的数据（http://faculty.neu.edu.cn/songkechen/zh_CN/zdylm/263270/list/index.htm），六类数据
修改了参数 CLSNUM=6 ，莫非是我其它参数没改？
make anchors DATASET=voc ANCNUM=3 LOW="0.0 0.0" HIGH="0.7 0.8" # 正常出图 make train MODEL=yolo_mobilev1 DEPTHMUL=0.75 MAXEP=10 ILR=0.001 DATASET=voc CLSNUM=6 IAA=False BATCH=6 # 报错 2022-03-16 23:14:27.857126: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 24 is out of bounds for axis 3 with size 11 Traceback (most recent call last): File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__ return func(device, token, args) File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__ ret = self._func(*args) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser labels = self.box_to_label(true_box) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label labels[l][idy, idx, n, 5 + int(box[0])] = 1. IndexError: index 24 is out of bounds for axis 3 with size 11 2022-03-16 23:14:27.857297: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 19 is out of bounds for axis 3 with size 11 Traceback (most recent call last): File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__ return func(device, token, args) File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__ ret = self._func(*args) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser labels = self.box_to_label(true_box) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label labels[l][idy, idx, n, 5 + int(box[0])] = 1. IndexError: index 19 is out of bounds for axis 3 with size 11
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我知道错误原因了，我修改了分类数目为6，还修改了makefile里的imagesize，把这个imagesize还原就可以跑了。
虽然很疑惑🤔
From An idea
… 在 2022年3月17日，09:40，郑启航 ***@***.***> 写道：
检查你生成的数据集label，看看有没有大于6的值。
发自我的iPhone
------------------ 原始邮件 ------------------
发件人: Kearney ***@***.***>
发送时间: 2022年3月16日 23:40
收件人: zhen8838/K210_Yolo_framework ***@***.***>
抄送: 郑启航 ***@***.***>, Comment ***@***.***>
主题: 回复：[zhen8838/K210_Yolo_framework] 自定义数据集，成功导出anchor.npy和img_ann.npy，然后在训练时却发生如下错误 (#20)
蹲一下后续。我用公开的数据（http://faculty.neu.edu.cn/songkechen/zh_CN/zdylm/263270/list/index.htm），六类数据
修改了参数 CLSNUM=6 ，莫非是我其它参数没改？
make anchors DATASET=voc ANCNUM=3 LOW="0.0 0.0" HIGH="0.7 0.8" # 正常出图 make train MODEL=yolo_mobilev1 DEPTHMUL=0.75 MAXEP=10 ILR=0.001 DATASET=voc CLSNUM=6 IAA=False BATCH=6 # 报错 2022-03-16 23:14:27.857126: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 24 is out of bounds for axis 3 with size 11 Traceback (most recent call last): File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__ return func(device, token, args) File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__ ret = self._func(*args) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser labels = self.box_to_label(true_box) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label labels[l][idy, idx, n, 5 + int(box[0])] = 1. IndexError: index 24 is out of bounds for axis 3 with size 11 2022-03-16 23:14:27.857297: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 19 is out of bounds for axis 3 with size 11 Traceback (most recent call last): File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__ return func(device, token, args) File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__ ret = self._func(*args) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser labels = self.box_to_label(true_box) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label labels[l][idy, idx, n, 5 + int(box[0])] = 1. IndexError: index 19 is out of bounds for axis 3 with size 11
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我发现只有五项 0～4，差个5。笑死，我再生成下。
请教下 make anchors ANCNUM 这个参数要从3改成6吗？
From An idea
… 在 2022年3月17日，09:40，郑启航 ***@***.***> 写道：
检查你生成的数据集label，看看有没有大于6的值。
发自我的iPhone
------------------ 原始邮件 ------------------
发件人: Kearney ***@***.***>
发送时间: 2022年3月16日 23:40
收件人: zhen8838/K210_Yolo_framework ***@***.***>
抄送: 郑启航 ***@***.***>, Comment ***@***.***>
主题: 回复：[zhen8838/K210_Yolo_framework] 自定义数据集，成功导出anchor.npy和img_ann.npy，然后在训练时却发生如下错误 (#20)
蹲一下后续。我用公开的数据（http://faculty.neu.edu.cn/songkechen/zh_CN/zdylm/263270/list/index.htm），六类数据
修改了参数 CLSNUM=6 ，莫非是我其它参数没改？
make anchors DATASET=voc ANCNUM=3 LOW="0.0 0.0" HIGH="0.7 0.8" # 正常出图 make train MODEL=yolo_mobilev1 DEPTHMUL=0.75 MAXEP=10 ILR=0.001 DATASET=voc CLSNUM=6 IAA=False BATCH=6 # 报错 2022-03-16 23:14:27.857126: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 24 is out of bounds for axis 3 with size 11 Traceback (most recent call last): File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__ return func(device, token, args) File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__ ret = self._func(*args) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser labels = self.box_to_label(true_box) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label labels[l][idy, idx, n, 5 + int(box[0])] = 1. IndexError: index 24 is out of bounds for axis 3 with size 11 2022-03-16 23:14:27.857297: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: IndexError: index 19 is out of bounds for axis 3 with size 11 Traceback (most recent call last): File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 233, in __call__ return func(device, token, args) File "/home/kearney/.conda/envs/k210/lib/python3.7/site-packages/tensorflow_core/python/ops/script_ops.py", line 122, in __call__ ret = self._func(*args) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 424, in _dataset_parser labels = self.box_to_label(true_box) File "/home/kearney/Downloads/k210/Yolo-for-k210/Yolo-for-k210/tools/utils.py", line 228, in box_to_label labels[l][idy, idx, n, 5 + int(box[0])] = 1. IndexError: index 19 is out of bounds for axis 3 with size 11
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