Nudeny Python Package
The Nudeny Rest-API is still not deployed.
Installation
pip install nudeny
Classification use case
Image file
from nudeny import Classify
classify = Classify()
paths = [
'./sample.jpg',
'./sample2.png',
]
response = classify.imageClassify(paths=paths)
print(response)Output:
{
"Prediction": [
{
"filename": "sample.jpg",
"class": "safe"
},
{
"filename": "sample2.png",
"class": "nude"
}
]
}Image URL
from nudeny import Classify
classify = Classify()
urls = [
'...URL',
'...URL'
]
response = classify.imageClassifyUrl(urls=urls)
print(response)Output:
{
"Prediction": [
{
"source": "...URL",
"class": "nude"
},
{
"source": "...URL",
"class": "nude"
}
]
}Detection use case
Image file Detection
from nudeny import Detect
detect = Detect()
paths = [
'./sample.jpg',
'./sample2.png',
]
response = detect.detectExposed(paths=paths)
print(response)Output:
{
"Prediction": [
{
"filename": "sample.jpg",
"exposed_parts": {
"female_breast": [],
"female_genitalia": [],
"male_genitalia": [
{
"confidence_score": 61.76939010620117,
"top": 75,
"left": 102,
"bottom": 121,
"right": 129
}
],
"buttocks": []
}
},
{
"filename": "sample2.png",
"exposed_parts": {
"female_breast": [],
"female_genitalia": [],
"male_genitalia": [],
"buttocks": [
{
"confidence_score": 83.09783339500427,
"top": 819,
"left": 621,
"bottom": 1100,
"right": 925
},
{
"confidence_score": 82.38601088523865,
"top": 835,
"left": 49,
"bottom": 1125,
"right": 381
}
]
}
}
]
}Image URL Detection
from nudeny import Detect
detect = Detect()
urls = [
'...URL',
'...URL'
]
response = detect.detectExposedFromUrl(urls=urls)
print(response)Output:
{
"Prediction": [
{
"source": "...URL",
"exposed_parts": {
"female_breast": [
{
"confidence_score": 81.59351348876953,
"top": 293,
"left": 87,
"bottom": 413,
"right": 390
}
],
"female_genitalia": [
{
"confidence_score": 66.92414283752441,
"top": 446,
"left": 183,
"bottom": 533,
"right": 255
}
],
"male_genitalia": [],
"buttocks": []
}
},
{
"source": "...URL",
"exposed_parts": {
"female_breast": [
{
"confidence_score": 86.64460182189941,
"top": 970,
"left": 2387,
"bottom": 1504,
"right": 3099
}
],
"female_genitalia": [],
"male_genitalia": [],
"buttocks": []
}
}
]
}Image file Censor (Save path is where you want to save/download the censored image)
from nudeny import Detect
detect = Detect()
paths = [
'./sample.jpg',
'./sample2.png',
]
save_path = './Path'
response = detect.censorExposed(paths=paths, save_path=save_path)
print(response)Output:
{
"Prediction": [
{
"filename": "sample.jpg",
"url": "URL OF THE CENSORED IMAGE",
"exposed_parts": {
"female_breast": [],
"female_genitalia": [],
"male_genitalia": [
{
"confidence_score": 61.76939010620117,
"top": 75,
"left": 102,
"bottom": 121,
"right": 129
}
],
"buttocks": []
}
},
{
"filename": "sample.png",
"url": "URL OF THE CENSORED IMAGE",
"exposed_parts": {
"female_breast": [],
"female_genitalia": [],
"male_genitalia": [],
"buttocks": [
{
"confidence_score": 83.09783339500427,
"top": 819,
"left": 621,
"bottom": 1100,
"right": 925
},
{
"confidence_score": 82.38601088523865,
"top": 835,
"left": 49,
"bottom": 1125,
"right": 381
}
]
}
}
]
}Image URL Censor (Save path is where you want to save/download the censored image)
from nudeny import Detect
detect = Detect()
urls = [
'...URL',
'...URL'
]
save_path = './Path'
response = detect.censorExposedFromUrl(urls=urls, save_path=save_path)
print(response)Output:
{
"Prediction": [
{
"source": "...URL",
"url": "URL OF THE CENSORED IMAGE",
"exposed_parts": {
"female_breast": [
{
"confidence_score": 81.59351348876953,
"top": 293,
"left": 87,
"bottom": 413,
"right": 390
}
],
"female_genitalia": [
{
"confidence_score": 66.92414283752441,
"top": 446,
"left": 183,
"bottom": 533,
"right": 255
}
],
"male_genitalia": [],
"buttocks": []
}
},
{
"source": "...URL",
"url": "URL OF THE CENSORED IMAGE",
"exposed_parts": {
"female_breast": [
{
"confidence_score": 86.64460182189941,
"top": 970,
"left": 2387,
"bottom": 1504,
"right": 3099
}
],
"female_genitalia": [],
"male_genitalia": [],
"buttocks": []
}
}
]
}
