AI Models

LiDAR Scan

See your photo the way an autonomous sensor would.

Original photo before LiDAR Scan AI enhancement — demo example from upsa
BEFORE
Same photo after LiDAR Scan AI processing with upsa — enhanced result
AFTER
Original photo before LiDAR Scan AI enhancement — demo example from upsa / Same photo after LiDAR Scan AI processing with upsa — enhanced result

What it does

Turns your photo into a hyper-realistic LiDAR depth scan, with dense point clouds up close that thin and diffuse into the distance.

LiDAR Scan takes your photo and rebuilds it as if the scene were being captured live by an advanced autonomous-vehicle depth sensor. Instead of a flat picture, you get a dense point-cloud reconstruction where every surface is described by thousands of depth points layered through space. The scan respects real distance. Surfaces close to the sensor come back sharp and densely sampled, with strong geometric clarity. Further away, the point cloud gradually thins out, picks up scan noise, and diffuses into atmospheric haze — exactly the way a real depth sensor loses confidence over distance. Your main subject stays fully recognizable. Identity, body proportions, silhouette, pose and facial direction are all preserved; the subject is simply reconstructed through layered volumetric depth points rather than redrawn. There are no hologram humans, no robotic redesigns, no melted abstract forms. The palette stays restrained and technical — soft cyan, muted teal, dark navy and monochrome depth gradients with subtle white highlights. This is machine vision, not a neon sci-fi hologram. The whole frame is filled edge-to-edge with the raw sensor reconstruction, with no HUD panels, targeting overlays, telemetry borders or text of any kind. The result is a single image that feels unsettlingly real: a scientific, sensor-grounded interpretation of your scene that reads as authentic autonomous-driving perception rather than digital fantasy.

When to use it

  • Reimagining street, vehicle or cityscape photos as autonomous-driving perception views
  • Creating a technical, machine-vision look for portraits without losing the person's identity
  • Tech, robotics or mobility brand visuals that need an authentic sensor aesthetic
  • Striking cover art and thumbnails with a restrained, scientific point-cloud style
  • Visualizing depth and spatial structure in a scene for presentations or explainer content
  • Distinctive social posts that look like raw LiDAR sensor reconstructions

When not to use it

  • Keeping the photo photorealistic — this is a full depth-scan reinterpretation
  • Colorful neon, synthwave or cyberpunk hologram looks
  • Adding HUD panels, radar circles, targeting graphics or on-screen text
  • Scenes where fine printed text or small labels must stay readable

How it works

Upload a photo and upsa rebuilds the scene as a LiDAR-style depth reconstruction. The composition, camera angle and subject placement from your original are used as a strict structural guide, so nothing is redesigned. Every surface is then re-expressed as layered depth points whose density follows real distance — dense and sharp near the sensor, sparse and noisy far away. Your subject's identity and silhouette are preserved throughout, and the output is delivered as a clean, full-frame image.

Specifications

Approach
Reconstructs the scene as a LiDAR-style depth point-cloud capture while preserving its structure.
Stylization
Surfaces rebuilt from layered volumetric depth points; restrained cyan-to-navy sensor palette; physically grounded, non-cinematic lighting.
What stays
Composition, camera angle, perspective, subject identity, body proportions, silhouette and pose readability.
What changes
Surfaces become dense depth points; distance turns sparse and noisy; color shifts to a technical sensor palette.
Ideal source
Photos with clear depth and spatial structure — streets, vehicles, cityscapes or a well-lit subject against a readable background.
Maximum input
Up to 25 MP per image
Supported formats
JPEG, PNG, HEIC
Output format
PNG — preserves the fine point-cloud detail and smooth depth gradients without compression artifacts.
Pricing
2 credits per image

Frequently asked questions

Will the person in my photo still be recognizable?

Yes. LiDAR Scan preserves identity, body proportions, silhouette, pose and facial direction. The subject is reconstructed through layered depth points, but stays fully readable as the same person — no hologram or robotic redesign.

Does this turn my photo into a sci-fi or cyberpunk image?

No. The style is deliberately restrained and technical — it mimics a real autonomous-vehicle depth sensor, not a neon hologram. Expect soft cyan, teal and navy depth gradients rather than glowing energy grids or Tron-style visuals.

Will it add HUD panels, radar circles or text?

No. The frame is filled edge-to-edge with the raw sensor reconstruction itself. There are no interface overlays, targeting graphics, telemetry borders or any numbers, labels or text.

What kind of photo works best?

Photos with clear depth and spatial structure work best — streets, vehicles, cityscapes, or a well-lit subject against a background that reads clearly. The model uses real distance to vary point density, so depth in the scene makes the effect stronger.

Will my photo be cropped or its aspect ratio changed?

The model keeps your original composition, framing and perspective as a strict structural guide, so subject placement and proportions are maintained. The result is delivered in upsa's standard output framing.

Can I use the result commercially?

Yes — generated images on upsa are yours to use for personal and commercial purposes. We recommend you keep the consent and rights to the source photo as well, since the output preserves the identity in it.

How long are my photos stored?

Source uploads and generated results are stored for 48 and then automatically deleted from upsa's storage. We don't train any model on your photos.

AI results vary

Each generation uses a different random seed, so your result may not exactly match the example shown. If the first try doesn't fit what you had in mind, run it again — output differs noticeably between runs.

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Get Started

Enhance your first photo with {credits} free credits.