najicreator90856/is-it-nsfw_ai-moderator

🔞 Is It NSFW? AI Moderator (ResNet-18)

is-it-nsfw_ai-moderator is a high-precision, lightweight image classification model designed for real-time content moderation. Based on the ResNet-18 architecture, it provides an exceptional balance between inference speed and detection accuracy.

🚀 Key Highlights

• Accuracy: 99.44% on validation sets.
• Optimized for Speed: Runs flawlessly on consumer-grade hardware (tested on GTX 1060).
• Fine-tuned for Reality: Unlike many models, this one has been specifically fine-tuned to reduce false positives on "tricky" SFW content (fashion, illustrations, complex lighting) while maintaining zero tolerance for explicit content.

📊 Evaluation Results

Metric	Value
Accuracy	99.44%
Eval Loss	0.0278

💻 How to Use (Python)

from transformers import AutoImageProcessor, AutoModelForImageClassification
import torch
from PIL import Image

model_id = "najicreator90856/is-it-nsfw_ai-moderator"
processor = AutoImageProcessor.from_pretrained(model_id)
model = AutoModelForImageClassification.from_pretrained(model_id)

def predict(image_path):
    image = Image.open(image_path).convert("RGB")
    inputs = processor(images=image, return_tensors="pt")
    with torch.no_grad():
        logits = model(**inputs).logits
    
    predicted_label = logits.argmax(-1).item()
    return model.config.id2label[predicted_label]

# print(predict("your_image.jpg"))

• Point of Contact: catcomp83@gmail.com

☕ Support & Donations

If you find this model useful for your messenger, community, or commercial project, please consider supporting the development. Your donations help pay for the compute power needed to keep this project alive and updated.

💳 Standard Donations

• DonationAlerts: https://www.donationalerts.com/r/najicreator

🪙 Crypto Support

Asset	Network	Address
USDT	TON	UQDcC3o7u4LS07pr-cQI-Gxx3hPjXKrRrNQdGBj0WV7SADe3
USDT	SOL	77EtoHbBaoTowoQ7sR48k8QhuSHjWUnRjouFh1juCkiA
USDT	TRON (TRC20)	TLB4ZqS6HG1jkgyHNuQWtbhj4o4ypbn3p8
USDT/ETH	ERC20	0x1e838c1f4c7580bb2f34703f9e9b0af1b1ae92fd
BTC	Bitcoin	12AJT86N1V1D4g2Ee9PWBJG2z8DoHpjHbQ
ETH	Ethereum	0x1e838c1f4c7580bb2f34703f9e9b0af1b1ae92fd

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Disclaimer: This model is for moderation and safety purposes. Users must comply with local laws and regulations regarding the handling of sensitive content.