LBM image conversion technology: remove objects with one click, adjust lighting, and easily achieve professional-level editing

The technology industry has welcomed another heavyweight player in the field of image processing - LBM (Latent Bridge Matching) . This magical tool created by the gojasper team, as its name suggests, is like an invisible bridge, cleverly traveling through the potential space of images, achieving amazing image effect conversion. LBM is amazingly efficient and can achieve many complex image editing tasks in just one step.

Have you ever been upset about the passerby who accidentally entered the photo? Now, with LBM, these worries will be wiped out! According to the developer, one of the highlights of LBM is its powerful object removal ability . There is no need for tedious Photoshop operations. Just click the annoying elements, as if they were erased by an eraser, disappearing without a trace, leaving a clean and tidy picture. This is undoubtedly a great boon for photography enthusiasts and professionals who need to process pictures quickly.

In addition to removing objects, LBM also demonstrates its extraordinary strength in adjusting lighting . Imagine that even photos taken on cloudy days can easily achieve sunny effects through LBM; the originally plain light and shadow can become three-dimensional and vivid under its magic. The developer even revealed that LBM's conditional framework can also achieve controllable image lighting adjustment and shadow generation , which means that users can finely control the light and shadow effects in the picture like a movie director, creating a variety of different atmospheres and artistic conceptions.

LBM's abilities are much more than that. According to official introduction, this method has excellent performance in various image conversion tasks such as normal and depth estimation and object recoloring . It can be said that LBM is a true "all-rounder" who can handle a variety of different image processing needs. Its versatility and scalability also bring endless possibilities to future image editing applications.

The core of the reason why LBM is so efficient and powerful is the innovative concept of potential bridge matching . It does not operate directly at the pixel level, but finds and establishes associations in the latent space of the image and achieves rapid image conversion through this potential "bridge". This novel method not only improves processing speed, but also provides technical support for achieving more complex image editing effects.

It is worth mentioning that LBM's code is open sourced on GitHub and is subject to the Creative Commons BY-NC4.0 license.

Online use: https://huggingface.co/spaces/jasperai/LBM_relighting