Generate depth maps from images
Segment objects in images and videos using text prompts
Extract text from images using OCR
https://huggingface.co/spaces/VIDraft/mouse-webgen
Restore and enhance images
Analyze layout and detect elements in documents
Find similar images from a collection
Estimate depth from images
Extract text from images
Detect and compare dominant colors in images
Detect if a person in a picture is a Host from Westworld
Search and detect objects in images using text queries
Generate depth map from images
Marigold Depth Estimation is an advanced AI-powered tool designed to generate depth maps from images. It falls under the Image category and is primarily used to estimate the depth of scenes in 2D images, creating a 3D-like effect by identifying the distance of objects from the camera. This technology leverages cutting-edge algorithms to produce accurate and detailed depth information, which can be invaluable for applications like computer vision, robotics, and photo editing.
• State-of-the-art AI models: Utilizes the latest advancements in deep learning to deliver precise depth estimation. • Real-time processing: Quickly generates depth maps, making it suitable for applications requiring instant results. • Depth map generation: Produces high-resolution depth maps that can be used for various image processing tasks. • Compatibility: Works with diverse image formats and can integrate seamlessly with other tools. • User-friendly interface: Designed for ease of use, allowing both professionals and non-experts to harness its power.
What is a depth map?
A depth map is a grayscale image where each pixel's intensity corresponds to the distance of the object from the camera. It helps in understanding the 3D structure of a scene.
Which image formats are supported?
Marigold Depth Estimation supports popular formats like JPEG, PNG, and BMP.
Can the depth estimation results be customized?
Yes, users can adjust settings such as resolution and sensitivity to fine-tune the output according to their needs.