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image-tools's Introduction

Lobe

Lobe is an easy-to-use tool that helps you train machine learning models on your own computer, for free, without any prior experience required. It runs locally on both Mac and PC, and you can ship your model to any platform you choose.

Download it for free to get started on your machine learning model today.

Machine Learning Made Easy

Lobe takes a new humane approach to machine learning by putting your images in the foreground and receding to the background, serving as the main bridge between your ideas and your machine learning model.

Lobe also simplifies the process of machine learning into three easy steps. Collect and label your images. Train and understand your results. Then play with your model and improve it.

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image-tools's Issues

How to compile the app to M1 ARM core of Macbook?

How to compile the app to M1 ARM core of Macbook?

I got the following error if I follow the instruction:
ERROR: Could not find a version that satisfies the requirement onnxruntime==1.6.0; platform_machine != "armv7l" (from lobe)
ERROR: No matching distribution found for onnxruntime==1.6.0; platform_machine != "armv7l"

Exported TFlite Model isn't working with Flutter

Hey there!!
I have tried training my dataset using the Lobe.ai tool and after exporting it to the TFlite model, I tested it out with my prototype app but it is throwing an error related to the unsupported format as given below.

IllegalArgumentException: Cannot convert between a TensorFlowLite tensor with type STRING and a Java object of type [[F (which is compatible with the TensorFlowLite type FLOAT32).

I knew you are yet to release a stable version for Android export but as a proactive effort, could you please help me out resolving this issue?

Lobe for Ubuntu

Is there any plan to release Lobe app and images-tools for Ubuntu?

Image Tool?

Hi there,
The link for the Image Tool under Action>Windows>Top most item>Artifacts seems dead to me. Is there an update Image Tool?
By the way, I'm looking for an app to spit out csv for image classification with the model from Lobe. Please do tell if I should look else where. Many thanks!!

H

Error using the images after exported to computer from lobe dataset

I used this tool to sort my lobe database into folders on my computer. This part works well, and I can see the images in their proper folders.

When I try to use those image files that I exported, they are corrupt. The file opens properly using Photos on Windows, but I've tried opening the images in Matlab or Python and both are saying the images are corrupt and cannot be read. Just wondering if there is something going on in the saving process?

In Python the error is:
UnidentifiedImageError: cannot identify image file 'C:\Users\Rachel\Documents\MASTERS\Pilot Data Collection\Lobe internet\test set\Null\drink\056b91ae69c0268cb41b3acde863494884e38ef3e5c2b68a00166ca46c241a8e.jpg'

When I try to open any other image on my computer (not exported with this tool) with the same code, it works.
I think it might be a permissions issue? But I have tried to run everything as an Administrator.

thanks so much, its a great tool otherwise!

Flickr integration logs

Great project! Do you have any logs generated from the application?

I'm trying to use the Flickr integration but the download process seems to be stuck at 0%.

The API Key is valid, although I don't see a "Secret" field in Image tools.

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