Our colleague Vincent just published an interesting blog post on dev.to on how to automatically filter images uploads (GIF included) according to their NSFW score via the PixLab NSFW API endpoint and apply a blur filter if adult, nudity or gory details is detected. Find out more information via the following links:
The PixLab Computer Vision team is pleased to announce that a milestone have been reached for the Not Safe For Work API endpoint.
Over the course of the last 12 months, the /nsfw API endpoint have already analyzed millions of our user's media files with high accuracy.
For those not familiar with this endpoint. /nsfw let you detect not suitable for work (i.e. nudity & adult) content in a given image or video frame. NSFW is of particular interest, if mixed with some media processing API endpoints like /blur, /encrypt or /mogrify to censor images on the fly according to their nsfw score.
A typical blurred image with a high NSFW score should look like the following:
To obtain such image result, two endpoints were actually used:
/NSFW is the analysis endpoint that must be called first. It does perform nudity & adult content detection and return a score value between 0..1. The more this value approaches 1, the more your picture/frame is highly nsfw.
/blur is called later only if the nsfw score value returned earlier is greater than certain threshold. In our case, it is set to 0.5.
The Python code below was used to generate the blurred picture programmatically without any human intervention. This can help you automate things such as verifying user's uploads:
import requests
import json
# Target Image: Change to any link (Possibly adult) you want or switch to POST if you want to upload your image directly, refer to the sample set for more info.
img = 'https://i.redd.it/oetdn9wc13by.jpg'
# Your PixLab key
key = 'Pixlab_Key'
# Censor an image according to its NSFW score
req = requests.get('https://api.pixlab.io/nsfw',params={'img':img,'key':key})
reply = req.json()
if reply['status'] != 200:
print (reply['error'])
elif reply['score'] < 0.5 :
print ("No adult content were detected on this picture")
else:
# Highly NSFW picture
print ("Censoring NSFW picture...")
# Call blur with the highest possible radius and sigma
req = requests.get('https://api.pixlab.io/blur',params={'img':img,'key':key,'rad':50,'sig':30})
reply = req.json()
if reply['status'] != 200:
print (reply['error'])
else:
print ("Censored image: "+ reply['link'])
Finally, the official endpoint documentation is available to consult at https://pixlab.io/cmd?id=nsfw and a set of working samples in various programming language are available at the PixLab samples pages.
