Detect and count Trees using deep learning in QGIS

Detect trees using deep learning in QGIS
Plugin is aimed as a tool for casual QGIS users, which don’t need to be familiar with Machine Learning. The plugin packs all the complexity behind a simple UI, so that the user can easily process their data with the power of Deep Neural Networks.
The Model ZOO is a collection of pre-trained, deep learning models in the ONNX format. It allows for an easy-to-use start with the plugin.

[@AnnaBea3luz]

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[@mindpower2975]

How can I force the plugin to use GPU processing? I tried installing the Arcoding document using the GPU, but when I run the process, it runs always on the CPU, is there any config setting need to set ?

[@liamliew]

Hi, i cannot find the Run button. could anyone help?

[@suparjiono4927]

Sir, I have tried it with ortho data from aerial photography but failed. Is there a solution or is it really not possible?

[@JustinV-n2k]

Whenever I try to run it I get this error "Exception: Unsupported layer units" what units does the layer need to be in?

[@pauzc5210]

I have the same problem, did you solve the issue?

[@bahadarkhan5006]

Sir can we use this for forest monitoring that how much trees is cutting is specific year

[@elkhayyarymohammed8405]

we can use it, if you have these specific images.

[@skrull3927]

dataset?

[@craiganderson6947]

How does it work in a forest?

[@washnon]

Great question