At Kainematics we are dedicated to harnessing the power of artificial intelligence (AI) to safeguard and enhance our cultural heritage.
Our cutting-edge AI technologies can be used to preserve cultural artifacts through proactive danger detection.
- By using sophisticated spectral analysis algorithms with Random Forests algorithms, we can examine the spectral signatures of cultural items. This process can enables us from the one side to authenticate artifacts by detecting subtle alterations or inconsistencies in materials and composition, while ensuring that historical accuracy on the use of material is evaluated and spatio-temporal alternation in the chemical signature at sub-areas of the artifact are detected.
- Our AI-driven image analysis capabilities, powered by state-of-the-art Convolutional Neural Networks (CNNs), can scan high-resolution images to identify potential threats like cracks in architectural elements or micro-degradation in delicate paintings. By detecting these early signs of deterioration, our technology empowers conservationists to intervene swiftly and implement more targeted AI-assisted preservation strategies, thereby prolonging the lifespan and cultural significance of these invaluable assets.
- CNNs and Generative Adversarial Networks (GANs) are also employed to analyze high-resolution images of paintings and monuments, identifying signs of corrosion such as discoloration and surface degradation. By training on a vast dataset of historical images and documented corrosion patterns, the AI models learns to detect even the subtle indicators of corrosion with high accuracy. In addition, the above corrosion levels can be correlated with environmental data such as temperature, humidity, and pollutant levels to help in the understanding of the microclimatic conditions effects.
- With custom co-pilots and Recommender Systems that can utilize personal interests, we ensure that cultural knowledge and experiences are accessible to diverse communities globally. Multilingual interfaces and tailored recommendations can facilitate meaningful engagement with cultural heritage, empowering vulnerable groups and underserved communities to explore, learn, and appreciate their cultural legacies.