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Depthcrafter
DepthCrafter is a model capable of generating temporally coherent long depth sequences for open-world videos with fine details, without requiring additional information such as camera poses or optical flow.
Downloads 55.08k
Release Time : 9/14/2024
Model Overview
DepthCrafter focuses on generating coherent depth sequences for open-world videos, suitable for vision and depth estimation tasks.
Model Features
Temporal Coherence
Capable of generating temporally coherent long depth sequences, ensuring consistency of depth information between video frames.
Fine Details
The generated depth sequences feature fine details without requiring additional information such as camera poses or optical flow.
Open-world Support
Suitable for open-world videos, capable of handling complex scenes and dynamic objects.
Model Capabilities
Depth sequence generation
Video depth estimation
Temporal coherence processing
Use Cases
Computer Vision
Video Depth Estimation
Generate coherent depth sequences for videos, used in augmented reality or virtual reality applications.
Produces high-quality depth sequences without requiring additional camera poses or optical flow information.
Transformers
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