DogvsCat | Deep Learning Project with Tensorflow to identify dogs | Machine Learning library
kandi X-RAY | DogvsCat Summary
kandi X-RAY | DogvsCat Summary
Deep Learning Project with Tensorflow to identify dogs and cats
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Top functions reviewed by kandi - BETA
- Prepare image data
- Read an image
- Convert v to v
- Concatenate dataset and labels
- Randomize dataset
DogvsCat Key Features
DogvsCat Examples and Code Snippets
Community Discussions
Trending Discussions on DogvsCat
QUESTION
I am new at programming, and i made my first CNN model from a tutorial. I have set my jupyter/tensorflow/keras up in C:\Users\labadmin
What i have understood is that i just have to put the path from labadmin in order to implement my data for testing and training.
Since i am not sure what is causing the error i have pasted the whole code and error, i think it is about the system not getting the data.
The folder with the Data set-up as following:
labadmin has a folder called data withing that there are two folders training and test
Both cat images and dog images are shuffled in both folders. There are 10000 pictures in each folder, so there should be enough:
The tutorial teaches.
1. How to create a model
2. Define your labels
3. Create your training data
4. Creating and building the layers
5. Create your testing data
6. (from what i understood) the last part of the code i have created is
validating my model.
ANSWER
Answered 2019-Apr-12 at 01:191st: the warning messages are clear, follow it and the warning will be gone. But don't worry, you still can run your code normally if you don't.
2nd: Yes. If the model load!
is not printed out, the model is not loaded, check your path to the model file.
3rd: To save model after training, use model.save("PATH-TO-SAVE")
. Then you can load it by model.load("PATH-TO-MODEL")
.
For prediction, use model.predict({'input': X})
. See here http://tflearn.org/getting_started/#trainer-evaluator-predictor
- To save and load a model, use
QUESTION
This is code of Keras, python. When the code below is ran on Linux mint, all batches aren't completed. It is always stopped at 32nd batch like
...ANSWER
Answered 2017-Nov-16 at 13:36You have an error in your code, you should change your steps_per_epoch
, validation_steps
just like below.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install DogvsCat
You can use DogvsCat like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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