https://github.com/qeeqbox/image-analyzer
Interface for Image-Related Deep Learning Models (E.g. NSFW, MAYBE and SFW)
https://github.com/qeeqbox/image-analyzer
deep-learning image-analyzer interface keras nsfw nsfw-recognition python3 server transfer-learning
Last synced: 18 days ago
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Interface for Image-Related Deep Learning Models (E.g. NSFW, MAYBE and SFW)
- Host: GitHub
- URL: https://github.com/qeeqbox/image-analyzer
- Owner: qeeqbox
- License: agpl-3.0
- Created: 2022-04-15T19:29:01.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-04-15T20:41:32.000Z (about 3 years ago)
- Last Synced: 2025-03-24T11:56:51.825Z (about 1 month ago)
- Topics: deep-learning, image-analyzer, interface, keras, nsfw, nsfw-recognition, python3, server, transfer-learning
- Language: HTML
- Homepage:
- Size: 39.1 MB
- Stars: 25
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
#
Image analyzer is an interface that simplifies interaction with image-related deep learning models. The interface has built-in features that get adjusted based on the models. You need to set the destination folder that contains your models with specific pattern names. The built-in features will use the names.
The interface was initially part of an internal project that detects abusive content with the possibility of tracing the subjects.
## Structure
## Interface
## How to run?
```sh
sudo apt-get install -y python3-opencv
pip3 install image-analyzer
```
```python
from imageanalyzer import run_server
run_server(settings={'input_shape':[224,224], 'percentage':0.90, 'options':[], 'weights': {'safe':50,'maybe':75,'unsafe':100}, 'verbose':True},port=8989)
```
## Name structue
- [Name] Name of the model
- [Info] Description
- [Categories] Your model categories (if any)
- [Number] Model place
- .h5 Model extention
#### E.g.
The following are examples of the model generated automatically by QeeqBox Automated Deep Learning System for large files. The examples are included in this project
- [Model 3.224x][Find safe, maybe and unsafe images 3.224][safe unsafe][1].h5
- [Model 2.224x][Find safe and unsafe images 2.224][safe maybe unsafe][2].h5
## Other Projects
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