Faster-RCNN_TF
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image invalid, skipping
I am always getting an exception loop saying "image invalid, skipping" and I just can not see why.
2021-12-16 11:26:40.670417: W tensorflow/core/framework/op_kernel.cc:1639] Unknown: Exception: Traceback (most recent call last):
File "C:\Anaconda3\envs\Sensor detection\lib\site-packages\tensorflow_core\python\ops\script_ops.py", line 235, in call ret = func(*args)
File "D:\emn_pg (sensor detection project)\sensor detection\lib\layer_utils\proposal_target_layer.py", line 47, in proposal_target_layer rois_per_image, _num_classes)
File "D:\emn_pg (sensor detection project)\sensor detection\lib\layer_utils\proposal_target_layer.py", line 135, in _sample_rois raise Exception()
Exception
image invalid, skipping
These are an image and annotation examples:
<?xml version="1.0"?>
<annotation>
<folder>annotations</folder>
<filename>1.JPG</filename>
<path/>
<source>
<database>Unknown</database>
</source>
<size>
<width>3024</width>
<height>4032</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>sensor</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<occluded>0</occluded>
<difficult>0</difficult>
<bndbox>
<xmin>1189</xmin>
<ymin>1433</ymin>
<xmax>1709</xmax>
<ymax>2013</ymax>
</bndbox>
</object>
</annotation>
Some images have more than one sensor:
<?xml version="1.0"?>
<annotation>
<folder>annotations</folder>
<filename>10.JPG</filename>
<path/>
<source>
<database>Unknown</database>
</source>
<size>
<width>3024</width>
<height>4032</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>sensor</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<occluded>0</occluded>
<difficult>0</difficult>
<bndbox>
<xmin>1643</xmin>
<ymin>1528</ymin>
<xmax>1748</xmax>
<ymax>1620</ymax>
</bndbox>
</object>
<object>
<name>sensor</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<occluded>0</occluded>
<difficult>0</difficult>
<bndbox>
<xmin>2387</xmin>
<ymin>2716</ymin>
<xmax>2455</xmax>
<ymax>2784</ymax>
</bndbox>
</object>
</annotation>
I can't see what image is causing this, or if it is a problem somewhere in the code. Can someone help me?