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I wish you could continue with Machine Learning in ArcGIS too. Thank you

Great videos

didnt wven go over the material in the title,😂

Do you have another one doing the Batch processing using the Git bash? Would really appretiate it!

Hi, may I ask you how do you use the text file to process multiple images? I am trying to do it as the manual says but it only processes the first image thank you

Can you explain how to download the shapefile into qgis?

I want to extract building footprint if I use your method is it possible to create a training file for that what meta data format i have to use for it RCNN Masks, since I don't have knowledge of coding

i can only zoom in/out in labeling object. thank you for talk "escape key" haha

it was really helpfull

It is very nice and tutorial and presented in understandable ways. Thank you. would add other video specially on esr.model.definition (emd) that you used??

How can I view the processed image? I can only view .txt files in the output file. Is there a full tutorial with the final product? @Kyle Monahan

Thanjs for the video. I have a question when I write conda info --envs to the command window, it says "'conda' is not recognized as an internal or external command, operable program or batch file.". How can I install conda or what should I do?

Does anybody know a way to export the actual model that was trained? So, for example, if I took the trained model out of ArcGIS Pro and uploaded it to a python notebook, I could get the same results with the model in python that I did in ArcGIS Pro?

Hey all, So I've been trying to run through this as best I can ( pretty new to all this), and the issue I'm running into is that when trying to train the deep learning it keeps saying that my output folder already exists and has files so it won't overwrite it even when I make new (empty) folders. Any clue on what I should do?

When I finished ArcPro tell me that"Broken environment, cannot be active"

how to install it on linux?

i am havimg this problem at install packages stage>>>>>deeplearining is activated perfectly, but here i am having problem "'conda' is not recognized as an internal or external command, operable program or batch file."

Can you download the hydrologic shapefiles?

This worked crack?

Hi Kyle,thanks for this video. The "Sentinel-2 Views" image layer does not appear in my search in "Portal-ArcGIS Online" search, Any ideas?

How to select the region of interest polygon in Acolite?

Hi Kyle! I'm trying to use the latest version of ACOLITE (released April 2021) to process some PlanetScope images. I don't know much about coding (only R), and thus so far I have been relying on the GUI. However, I've realized that there are some things I would like to mess around with in the settings file that I can't do through the GUI. I tried launching it in CLI mode following this tutorial/the manual, but it doesn't seem to work with the newest version (there's no 'dist' folder or 'acolite.exe' file). Is there any chance you could make a tutorial on how to launch the latest version in CLI mode an create a settings file? I would be so grateful as there aren't any tutorials for the latest version and the manual hasn't been updated to the latest release. Thank you!

very helpful, thank you for this! one question, the settings file used in the cli was the one produced while using the gui?

Thank you very much Kyle. I am working on ArcGIS Pro 2.8. So / Setup conda environment - run once "C:\Program Files\ArcGIS\Pro\bin\Python\Scripts\conda.exe" create --name deeplearning --clone arcgispro-py3 // Activate the environment "C:\Program Files\ArcGIS\Pro\bin\Python\Scripts\activate" deeplearning "C:\Program Files\ArcGIS\Pro\bin\Python\Scripts\proswap" deeplearning These three commands are sufficient.

I'm having a conflict... 1st install package ... UnsatisfiableError: The following specifications were found to be in conflict: - deep-learning-essentials -> onnx-tf 1.5.0.* -> tensorflow >=2.0 -> tensorboard >=2.0.0 - deep-learning-essentials -> onnx-tf 1.5.0.* -> tensorflow >=2.0 -> tensorflow-base 2.0.0 eigen_py36h01553b8_0 - deep-learning-essentials -> onnx-tf 1.5.0.* -> tensorflow >=2.0 -> tensorflow-estimator >=2.0.0 - deep-learning-essentials -> tensorflow-gpu 2.1.* - tensorflow-gpu 1.14.0* 2nd install package UnsatisfiableError: The following specifications were found to be in conflict: - deep-learning-essentials - keras-gpu 2.2.4* - python 3.7* What should I do in this case? If someone could help me and advise me... I would be very grateful

I have a issue, I was following your instructions but when I press the botton for run process the terminal send me thsi message: Processing error, see log file for details. But the log file its empty. Anybody have the same issue?

Hi kyle, thank you for the video. How can I use the output to generate and RGB TIF image?

Traceback (most recent call last): File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.execute.py", line 232, in <module> execute() File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.execute.py", line 181, in execute training_model_object = training_model(data_bunch, **kwargs) File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\site-packages\arcgis\learn\models\_ssd.py", line 141, in __init__ self._check_dataset_support(self._data) File "C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3\Lib\site-packages\arcgis\learn\models\_arcgis_model.py", line 470, in _check_dataset_support raise Exception(f"Enter only compatible datasets from {', '.join(self.supported_datasets)}") Exception: Enter only compatible datasets from PASCAL_VOC_rectangles, KITTI_rectangles Failed to execute (TrainDeepLearningModel).

Thank you for sharing the video. I m stucked at training the deep learning model. I am using png files and Kitti annotations but unfortunately no luck. System is not accepting the data neither kitti nor pascalVOC. Kindly help me.

Thanks for this Kyle and you're absolutely right. Despite rigorous documentation, trying to really get down and dirty trying to set everything up is like trying to fly a plane with your driver's license!

Hello kyle Could you please tell me the way that image list can be prepared easily. I have around 200 files to process. I am a super beginner for remote sensing accessories

thank you for the explanation! I run the program in the first way you show in the video, but I don't get the file that you erase, what I think is the corrected image. Plus, I can write in the black window (I don't know how is it call in English) and there is an advertisement that say "The MATPLOTLIBDATA environment variable was deprecated in Matplotlib 3.1 and will be removed in 3.3. Restored settings file config/acolite_defaults.txt" I don't understand.

Hello, a pleasure to greet you. In version 2.7 it is no longer necessary to do this step by step process? is that I see that there is an executable that seems to do everything by itself ... is that so? github.com/Esri/deep-learning-frameworks/blob/master/README.md?rmedium=links_esri_com_b_d&rsource=https%3A%2F%2Flinks.esri.com%2Fdeep-learning-framework-install

Hi Kyle! First of all, thank you for the very informative video. May I ask what software are you using to open the ACOLITE NC output file? I am encountering an error when I am trying to open it using QGIS version 3.14.16. Thanks!

I love that you kept the googling in the video. Authentic trouble shooting.

Hi, i have question for you. in the train deep learning model tab minutes 5:36, u put a "TrainedModel3_Deeplearning" in training data. what is that? cause i dont see any process of creating a file with that name in all video. Thank youu

Really appreciate this - the install through the documentation didn't work for me so this was very useful :)

I am using ArcGis Pro 2.7. I followed your steps as well as the materials from pro.arcgis.com/, however, that error message from "Input training data" is not disappearing and I cannot run it. The training data have been exported using "Export training data for deep learning". Any suggestions? Thank you in advance!

Finally, it works on Mac as well!! Many thanks.

Dear Kyle I'm having trouble getting the acolite to run, can you help me? Is it related to my windows version: 8.1? Something interesting is that the ls command doesn't work for me.

Excellent! I greatly appreciate this tutorial!!

Thank you for the demonstration. I got the same problem for the "Input Training Data" as you had "ERROR 032659 updateParameters Syntax Error: Traceback (most recent call last): File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx#TrainDeepLearningModel_ia.UpdateParameters.py", line 4, in <module> ModuleNotFoundError: No module named 'fastprogress' ". I exactly follow the guidelines to "Export Training Data for Deep Learning", but still didn't work. Did you figure out how to fix the problems?

Chú chim dễ thương quá bạn ơi mình rất thích Lúc nào rảnh ghé mà mình chơi nhé nhé

Have you ever tried processing the l2w parameter ?

very helpful video for new users. Thank you!

This course is really needed as urbanization is increasing and constructiveness among peoples and to nature is decreasing. I found the book by Jonathan Rose, The Well Tempered City, an informative dissertation on urban form past and present with aspiration for the further.

Thanks for the comments! I will plan to follow up this video with further QGIS tutorials.

Very helpful video, even with audio out of sync still helpful to get to the point!! Thank you Kyle for making it !

At some point it seems the audio and video are out of sync - stuff is happening on screen that is only talked about much later, quite confusing?

Please note that Web Soil Survey is a USDA-NRCS application and not USGS.