Questions tagged [tensorflow]

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Resources for building convolutional neural networks for image classification? [closed]

I am beginning to look into using convolutional neural networks (CNNs) for image classification. For what I will be wanting to do, I will be building a large training database of images that will be ...
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1answer
73 views

Looking for a deep learning platform for image recognition, preferably in QGIS [closed]

As part of a project I am working on, I am collecting an image training dataset consisting of various images of agricultural fields (details spared for confidentiality). The end goal of the project is ...
1
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1answer
41 views

How can I import an image into Google Colab as an Earth engine asset from Google cloud storage

When I run the following code in Google Colab, the image gets imported from Earth Engine assets folder into Google Colab such that I can visualize it: import ee imageROI = ee.Image('users/username/...
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29 views

Unable to export Testing and Training data as TFRecord using Google Earth Engine

While trying to export training (about 700 points) and testing data (about 300 points) as TFRecord, I am getting the following error: User memory limit has exceeded The code I have written, is ...
1
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0answers
36 views

How to apply convolutional neural network over a time series of Landsat images

I am implementing a fully convolutional neural network (specifically U-Net) over a time series of Landsat 8 images to predict land cover change. I am following the demo notebook for the predictions. ...
0
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40 views

Earth Engine: How to input band values of image to a tensorflow model trained on array of values

I have a TensorFlow model that is trained on an array of reflectance values (red, green, blue, nir) to predict sediment (SSC). Now, I want to use Landsat 8 image over a region to get the SSC for ...