imgen | API server for image manipulation | Computer Vision library
kandi X-RAY | imgen Summary
kandi X-RAY | imgen Summary
API server for image manipulation, focused on Dank Memer (discord bot)
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Top functions reviewed by kandi - BETA
- API endpoint
- Runs the given key
- Get the rdb connection
- Get redis instance
- Decorator to access a user
- Create a new OAuth2 session
- Generate a random picture
- Render an image
- Handle rate limiting
- Return the expiration time in seconds for the given item
- View a key
- Rotate an image
- Show the dashboard
- Adds noise to an image
- Runs flake8
- Show the stats for each endpoint
- Decorator to require a user to access
- Show an unlimited key
- Show the admin
- Redirect to Discord
- Delete a key
- Request key
- Create a new key
- Approve a key
- Test pylint
- Login to Discord
imgen Key Features
imgen Examples and Code Snippets
Community Discussions
Trending Discussions on imgen
QUESTION
Edit:
Setup:
ANSWER
Answered 2021-Jan-08 at 13:42I found 'workaround', so here it goes:
QUESTION
I am trying to design a model for binary image classification, this is my first classifier and I am following an online tutorial but the model always predicts class 0
My dataset contains 3620 and 3651 images of each class respectively, I don't suppose the problem is due to an imbalanced dataset as the model is predicting only the class with lower number of sample in the dataset.
My code
...ANSWER
Answered 2020-Feb-06 at 13:23You use only 3000 samples per epoch (see line nb_train_samples = 3000
), while having 3620 and 3651 images for the each class. Given that model gets 90% accuracy and predicts only zeros, I suppose that you pass only class-zero images to the network during training. Consider increasing nb_train_samples
.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install imgen
You can use imgen 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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