Image-Classifier | Final Project of the Udacity AI Programming | Machine Learning library
kandi X-RAY | Image-Classifier Summary
kandi X-RAY | Image-Classifier Summary
Going forward, AI algorithms will be incorporated into more and more everyday applications. For example, you might want to include an image classifier in a smartphone app. To do this, you'd use a deep learning model trained on hundreds of thousands of images as part of the overall application architecture. A large part of software development in the future will be using these types of models as common parts of applications. In this project, you'll train an image classifier to recognize different species of flowers. You can imagine using something like this in a phone app that tells you the name of the flower your camera is looking at. In practice, you'd train this classifier, then export it for use in your application. We'll be using this dataset of 102 flower categories. When you've completed this project, you'll have an application that can be trained on any set of labelled images. Here your network will be learning about flowers and end up as a command line application. But, what you do with your new skills depends on your imagination and effort in building a dataset.
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Trending Discussions on Image-Classifier
QUESTION
I created an installer file using nsis. After running the programme on my system, it worked flawlessly but when installed on third party system, it complained on launching the app.
...ANSWER
Answered 2022-Mar-16 at 11:52Here are the steps taken to solve the problem.
I printed the working directory.
QUESTION
I have an image-classifier model in TensorFlow which I wanna make predictions with. I have created a custom generator to avoid loading it all in the RAM at the same time.
...ANSWER
Answered 2022-Jan-27 at 22:01I'm definetly not the expert in this topic but shouldn't the generator work with __len__
and __getitem__
?
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QUESTION
I am trying to import segmentation models and keras and i am getting an attribute error, i am using tensor flow version 2.5.0
...ANSWER
Answered 2021-Jul-02 at 05:33I have solved my issue by adding tf.compat.v1.enable_eager_execution()
to import and it works fine
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