To detect and filter explicit content, NSFW AI draws on a number of formidable technologies. The technology basically uses machine learning algorithms, especially deep-learning model to scrutinize on images and videos. As an example, convolutional neural networks (CNNs) are mostly used to deal with and categorize image data. CNNs can achieve 95% accuracy in detecting adult content, making them key to NSFW AI.
For example, the data sets responsible for training these AI models. The AI model learns what characteristics tend to appear in the NSFW images from millions of labeled pictures provided by large-scale datasets. The ImageNet database, containing 14 million images[2], is commonly used as a standard benchmark for training these models due to its wide variety.
Text categorization through linguistic processing (NLP) is another area has an important role for NSFW AI. In this use case, NLP algorithms run over the text and based on it learn to detect if any of those texts contain non-appropriate language or theme. According to a report by Gartner, NLP technologies help in reducing false positives during text analysis up-to 40% improving the correctness of content moderation.
Functioning NSFW AI depends on real-time processing powers That requires quick content filtration and analysis to handle the huge amount of data being produced on social media platforms as well as other online spaces. They might use technologies like edge computing to process data closer to the source enabling better efficiency and low latency.
These technologies require the computational power necessary to run them and using cloud computing platforms like AWS, Google Cloud is essential. As a result, these platforms are setup to manage the large scale processing demands of NSFW AI and possess resource elastic resources capable that alter with content moderation needs.
According to technology innovator Andrew Ng, “AI technologies powered by sophisticated algorithms and immense computing power is reshaping the way that content moderation increases online safety.” NSFW AI leverages these technological advancements to boost the feature of filtering inappropriate material.
For more information regarding the technology behind NSFW AI, please visit nsfw ai