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image classification by Marqo

nsfw-image-detection-384

A fine-tuned image classifier from Marqo that flags adult or explicit content in images at 384px input resolution. It outputs probability scores for NSFW versus safe content and is commonly used as a pre-filter in content moderation pipelines before storing or serving user uploads. Apache 2.0 licensed for commercial deployment.

Summary text generated by an automated pipeline from the model card · Not individually reviewed or run by us · How this page is made

From the model card

Fields below are copied from the tags and counters on the HuggingFace repository Marqo/nsfw-image-detection-384 at our last fetch. They are set by the uploader, not verified by us; rows with no tag are omitted. How this page is made.

Publisher (HF namespace)
Marqo
Pipeline tag
image-classification
Library
timm
Weight formats
safetensors
License tag
apache-2.0 — read the license file in the repo before relying on it
Downloads (HF counter at last fetch)
308,960
Likes (HF counter at last fetch)
53
Model card
https://huggingface.co/Marqo/nsfw-image-detection-384

Use cases

  • Automated content moderation for user-generated image uploads
  • Pre-screening images before routing to manual review queues
  • Platform compliance checks against adult content policies
  • Dataset curation to remove explicit images before model training

Pros

  • Apache 2.0 license allows commercial content moderation deployment
  • 384px input balances classification accuracy and inference throughput
  • Binary probability output is straightforward to threshold per use case

Cons

  • Binary classification misses nuanced content categories like violence or gore
  • Susceptible to adversarial cropping or low-resolution obfuscation techniques
  • May require threshold calibration for cultural or platform-specific policies

Tags

timmsafetensorsimage-classificationlicense:apache-2.0region:us