AI Toolbox

Sketch2Scene can create interactive 3D game scenes from simple sketches and text descriptions. It uses a diffusion model with ControlNet and procedural generation to make high-quality, playable 3D environments that match what users want.

Make It Count can generate images with the exact number of objects specified in the prompt while keeping a natural layout. It uses the diffusion model to accurately count and separate objects during the image creation process.

Glyph-ByT5-v2 is a new SDXL model that can generate high-quality visual layouts with text in 10 different languages.

MeshAnything can convert 3D assets in any 3D representation into meshes. This can be used to enhance various 3D asset production methods and significantly improve storage, rendering, and simulation efficiencies.

GradeADreamer is yet another text-to-3D method. This one is capable of producing high-quality assets with a total generation time of under 30 minutes using only a single RTX 3090 GPU.

HairFastGAN can transfer hairstyles from one image to another in near real-time. It handles different poses and colors well, achieving high quality in under a second on an Nvidia V100.

MM-Diffusion can generate high-quality audio-video pairs using a multi-modal diffusion model with two coupled denoising autoencoders.

DMD2 is a new improved distillation method that can turn diffusion models into efficient one-step image generators.

EditWorld can simulate world dynamics and edit images based on instructions that are grounded in various world scenarios. The method is able to add, replace, delete, and move objects in images, as well as change their attributes and perform other operations.

RectifID is yet another personalization method from user-provided reference images of human faces, live subjects, and certain objects for diffusion models.

MagicPose4D can generate 3D objects from text or images and transfer precise motions and trajectories from objects and characters in a video or mesh sequence.

ReVideo can change video content in specific areas while keeping the motion intact. It allows users to customize motion paths and uses a three-stage training method for precise video editing.

Face Adapter is a new face swapping method that can generate facial detail and handle face shape changes with fine-grained control over attributes like identity, pose, and expression.

RemoCap can reconstruct 3D human bodies from motion sequences. It’s able to capture occluded body parts with greater fidelity, resulting in less model penetration and distorted motion.

NOVA-3D can generate 3D anime characters from non-overlapped front and back views.

Images that Sound can generate spectrograms that look like natural images and produce matching audio when played. It uses pre-trained diffusion models to create these spectrograms based on specific audio and visual prompts.

Slicedit can edit videos with a simple text prompt that retains the structure and motion of the original video while adhering to the target text.

ViViD can transfer a clothing item onto the video of a target person. The method is able to capture garment details and human posture, resulting in more coherent and lifelike videos.

FIFO-Diffusion can generate infinitely long videos from text without extra training. It uses a unique method that keeps memory use constant, no matter the video length, and works well on multiple GPUs.

CondMDI can generate precise and diverse motions that conform to flexible user-specified spatial constraints and text descriptions. This enables the creation of high-quality animations from just text prompts and inpainting between keyframes.