ArcGIS Pro Object Detection Building Extraction
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- Опубликовано: 14 окт 2019
- Using Deep Learning Tool for ArcGIS Pro we managed to extract building footprint from Orthoimagery. The steps we took were:
Creating Training Samples tool from ArcGIS Pro;
Exporting Training Samples for Deep Learning tool from ArcGIS Pro;
Training the model with TensorFlow;
Configuring Esri model definition;
Detect Objects Using Deep Learning tool from ArcGIS Pro
where I can find a course on extraction of buildings?
You can indicate lagum tutorial on how to do it from the beginning. From system preparation to. the training, I am having difficulties and I would like to clear up these doubts.
Same problem! It looks like there are several background settings that is not shown in this tutorial.
una consulta por que sale este error al ejecutar el ultimo celda
ValueError: could not convert string to float: '155,89'
for some reason arcgis change the labels xml files. Open the first xml (000000000.xml) and you can see the separator is comma not point. To change all the files you can use notepad++
Do you have a course available on object detection?
Hey do you happen to find good course on Object detection. My thesis need the object detection need to be carry out.
Would the author be available for commissioned consult?
I can't find any train.py file under tensorflow\models
easearch. Where can I find it?
check under tensorflow\models
esearch\object-detection and copy it to tensorflow\models
easearch
Hola!! puedes hacer un ejercicio de detección y conteo de plantas? Gracias!!
You can follow the video below from ESRI that shows how to detect coconut trees ruclips.net/video/RtagUu7t63c/видео.html
Hello! Does anybody have the convert_to_pascal file?
Could you share convert_to_pascal file to me? This shared file or folder link has been removed or is unavailable to me. Thanks you so much
Hi, when i am trying to run convert_to_pascal.ipynb i am getting "ParseError ...Traceback (most recent call last)". How can I solve this?
One more question at the end I get this error
"NameError Traceback (most recent call last)
in
8 with tf.io.gfile.GFile(label_path, 'r') as fid:
9 xml_str = fid.read()
---> 10 xml = etree.fromstring(xml_str)
11 data = dataset_util.recursive_parse_xml_to_dict(xml)['annotation']
12
NameError: name 'etree' is not defined
" What could be the reason for this error?
from where u this convert_to_pascal.ipynb file
pls share this file
from where can i get convert_to_pascal.ipynb file. please share this file
how to find that convert_to_pascal (Arcgis deployment) file ...
at the video below, at minute 20:43 you can find the url where to download convert_to_pascal file. ruclips.net/video/SvWR2jG9Djw/видео.html
@@gisworld2683 really thx!!!
I think maybe the tif. format is not matched with the code
@@lucusstefanz5390 the .tiff format works. you have to check what the error says.
is it free to get convert to pascal file? I cant found file in the url.... please help me.
at the video below, at minute 20:43 you can find the url where to download convert_to_pascal file. ruclips.net/video/SvWR2jG9Djw/видео.html
@@gisworld2683 when i run "Parse map.txt and Load Label file' than I get eror 'module 'tensorflow' has no attribute 'gfile'.... how can solve it?
ahmad zainul khabib i think it may be the tenserflow version the problem. It should be v2.0
more prefer a video with voice in the future.
Hmm.. my laptop gpu too weak for this processing.
Me podrias pasar la carpeta de tensorflow
Hi. You can find tensorflow here github.com/tensorflow/models/
Can't we use train deep learning model for this, I am not good with coding, can you make a video without coding
I failed to login. But I'm sure the username and password was correct. What can I do then?
where are you trying to login?
@@gisworld2683 in the url you gave before on the comment section. I was diverted to BOX and it asked for esri account to download but it didnt work
@@tatabahteranegara2439 try this link drive.google.com/open?id=1ZtAKYh0mzgv-qEHXG4DxPdJlB1wrwU_B
@@gisworld2683 Ahh, thanks a lot! Have a good day!
@@gisworld2683 Hi, Thanks for sharing. I followed your instructions, but i can't generate TF records properly. My tfrecords files are empty. Could you give me any idea why this would happen?