What does Point cloud generator 2.0 generate?

It generates point cloud images derived from depth maps, with controls for density, depth range, and styling. Outputs are designed to be merge-ready for later compositing or 3D integration.

Do I need a depth map to use this AI tool?

A depth map produces the most accurate point structure, but you can also start from supported images depending on your workflow. The tool focuses on preserving depth relationships for clean merges.

How do I keep point cloud images on brand?

Use palette, contrast, lighting, and noise controls to match your brand’s visual system. Save consistent settings and reuse them across batches for uniform point cloud styling.

What formats can I export for later merging?

Export options are geared toward merge-ready assets used in design and 3D workflows. Choose the output that fits your pipeline, then layer, composite, or combine with consistent depth alignment.

Is this a photogrammetry replacement?

It’s a faster alternative for generating stylized, depth-driven point cloud imagery, not a full photogrammetry reconstruction. Use it when you need consistent visuals and quick iteration for merges.

Created by rubenb

AI Point Cloud Generator: Create Depth Maps Online

Point cloud generator 2.0 turns depth maps into on-brand point cloud images for fast, consistent visual assets. Customize density, contrast, and styling to match your brand while keeping depth structure clean. Export merge-ready point clouds that slot into 3D pipelines, compositing, and downstream rendering with minimal cleanup.

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Example output

Follow these steps to convert depth maps into brand-consistent point cloud images. Adjust style controls, preview results, and export clean assets designed for later merging in 3D or compositing workflows.

How to use Point cloud generator 2.0

Generate merge-ready point clouds in minutes

1 Upload

Upload a depth map or source image and choose the point cloud mode. Set canvas size and background to match your project’s output requirements.

2 Style

Tune point density, depth range, and contrast. Apply on-brand color, lighting, and noise controls to keep the look consistent across a full asset set.

3 Export

Preview the point cloud image and export in a merge-ready format. Save variations for different scenes, then combine assets later with consistent depth alignment.

Features built for depth-based point clouds

Create depth map point cloud images with consistent styling and clean geometry cues. Point cloud generator 2.0 helps you control density, depth thresholds, and visual treatments so outputs stay on brand. Generate fast previews, iterate quickly, and export assets optimized for later merging into 3D scenes, composites, or renders.

Depth-to-point conversion controls

Convert depth maps into point cloud images with adjustable depth range, thresholding, and falloff. Keep structure readable while reducing artifacts, so merges look clean and intentional.

On-brand visual styling

Apply brand-aligned color palettes, lighting, and contrast while preserving depth relationships. Produce consistent point cloud imagery across batches for cohesive visuals and reliable downstream compositing.

Fast iteration and export

Preview changes instantly and generate multiple variants quickly. Export merge-ready outputs for 3D workflows, VFX plates, or design comps, minimizing manual cleanup and rework.

Who is Point cloud generator 2.0 for?

Discover how different users leverage this AI tool to enhance their creative workflow.

3D pipeline previsualization

Generate depth-based point cloud images to block scenes, test composition, and plan merges before committing to heavier 3D or render workloads.

VFX and compositing overlays

Create stylized point cloud layers from depth maps for cinematic overlays, transitions, and depth-driven effects that stay consistent across shots.

Brand-consistent visual systems

Produce repeatable point cloud imagery that matches color and style guidelines, making it easy to merge assets into campaigns and product visuals.

Why Choose Point cloud generator 2.0?

Point cloud generator 2.0 is built for consistent, merge-ready depth visuals. Fine-tune density and depth thresholds, apply brand-aligned styling, and iterate quickly with clean previews. The workflow reduces manual cleanup so your point cloud imagery stays cohesive across projects and pipelines.

Getting Started

Upload a depth map, set density and depth range, then apply styling that matches your brand. Preview instantly, export your point cloud image, and keep variations ready for later merging in your workflow.