Explainable AI (XAI) Techniques 3 - Image Index | 20 Ways AI is Advancing Deepfake Detection Systems Explaining AI: A Visual Guide to Transparency in Machine Learning: The image is an abstract representation of Explainable AI (XAI) techniques, with various elements that symbolize different aspects of AI explainability. The background features a gradient of colors, ranging from black at the top to blue, red, orange, and yellow towards the bottom. In the center of the image, there are three circles in different sizes and colors: black, blue, and red. These circles represent the different types of data used in AI models, such as text, images, and audio. The smaller circle on the left is labeled 'Text', while the middle-sized circle on the right is labeled 'Image'. The largest circle at the top is labeled 'Audio'. Surrounding these circles are various shapes and symbols, including lines, arrows, and geometric patterns. These elements represent the complex interactions between different data sources and AI algorithms. At the bottom of the image, there is a small rectangle with a white background and black text that reads 'Explainable AI'. This suggests that the image is intended to illustrate the concept of XAI and its importance in making AI more transparent and accountable. Overall, the image effectively conveys the idea that XAI involves breaking down complex AI models into understandable components, allowing users to see how decisions are made and why certain outcomes occur.
-techniques-2-s.jpg)
-techniques-3.jpg)