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)

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`

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