AI HDR

Single Image HDR reconstruction & enhancement(Samsung) Camera sensors typically have low dynamic range which often leads to over-exposure or under-exposure of regions in outdoor scenes. This project aimed at enhancing the overall image by improving such regions. Key learnings:

• Un-paired images DL training
• Cyclic loss, encoder-decoder
• HDR, tone mapping, linear vs non-linear images, histogram
• What is HDR ? (Notes Link)