Pixazo AI Lab  ·  AI SDR to HDR Conversion

AI SDR to HDR. 8-bit in, 16-bit EXR out.

The library is SDR and the delivery spec is HDR. A finishing house will inverse-tone-map it and hand-grade the clipped skies shot by shot. Our AI expands the range instead: 8-bit video in any standard format comes back as 16-bit scene-linear EXR in ACEScg, or the colour space you declare, with the highlight and shadow detail the original never recorded synthesized in, so your colourist grades with latitude instead of stretching a Rec.709 master until it breaks.

SDR to HDR expansion sample, shown in SDR · click to play full-screen · sample footage courtesy of LTX

8-bit SDR in16-bit EXR outACEScgHLG review sidecarUp to 8KColourist-finished
16-bit
scene-linear EXR, from 8-bit source
8K
maximum delivery resolution
ACEScg
or declared
output colour space
1 clip
free, before you commit anything
Why an AI lab, not a VFX lab

What a finishing house does by hand, the model does per frame

We are not a VFX lab with faster artists. We are an AI lab: the tedious, per-frame work that fills a vendor’s schedule is done by the model in a single pass, and artists are spent only where judgment matters. The result is the same deliverable, in a day or two instead of weeks.

Traditional VFX lab compared with Pixazo AI
The jobTraditional VFX labPixazo AI
Expanding the rangeInverse tone-map; clipped stays clippedHighlight and shadow detail synthesized by the model
Colour managementManual conversions per sourceACES through the chain; EXR in ACEScg or your declared space
TurnaroundWeeks per seasonDays per season
Cost driverColourist-hours per minutePer minute, by material class; one free test clip gives the number

Where the artist still matters: the creative grade, display trims and any sky that was fully clipped. A colourist signs off every delivery.

What the pass does

Range expansion, not a tone-map

An inverse tone-map stretches the values you already have and leaves the clipped sky clipped. A range expansion rebuilds what the 8-bit encode threw away: the gradient inside a blown highlight, the texture inside a crushed shadow, the colour that Rec.709 could not hold. The result is a scene-linear master that behaves like it was shot with more stops.

IN
Source
8-bit SDR video
MP4, ProRes or any standard video format. Filmed footage or generated clips, any resolution up to 8K. Tell us the source transfer function if you know it; we will measure it if you do not.
01
Expand
Synthesize the missing range
Highlight and shadow detail is reconstructed and the signal is lifted into scene-linear light, consistently across the clip so nothing pumps between frames.
02
Manage
ACES through the whole chain
Processing runs colour-managed, so what you get back is in ACEScg, or the space you declared, with no hidden conversions to undo in the suite.
OUT
Deliver
16-bit EXR + HLG review
Per-frame 16-bit EXR for the grade, plus an HLG MP4 sidecar so the client can review on an HDR display before anyone opens the suite.
Sample footage

What expanded footage looks like

Five clips from the LTX-2.5 HDR workflow the pass runs on. You are watching them in SDR, so what shows here is the look of an expanded master, not a 16-bit result; the EXR and the HLG review file come back with your test clip. Click any clip to play it full-screen.

SDR to HDR expansion8-bit in, 16-bit EXR out
Native HDR generationGenerated straight to HDR
Generated, delivered as HDRGrading latitude
Edited in HDREXR in, EXR out
ACES colour-managed outputACEScg or declared space

Sample footage courtesy of LTX, generated and processed with LTX-2.5.

Deliverables

What actually comes back

Everything is specified so it drops into a finishing pipeline that already works in EXR and ACES. If yours does not, say so and we deliver the HDR encode instead.

SDR to HDR delivery specification
DeliverableFormatNotes
HDR master frames16-bit EXR, per frame, scene-linearACEScg by default, or the colour space you declare. Full-range shadow and highlight information preserved for the grade.
Review sidecarHLG MP4Matches the EXR, for client review on an HDR display or a phone. Not a delivery master.
Display encode (optional)PQ (HDR10) or HLG, ProRes or H.265For teams without an ACES finishing suite. Trimmed to the target display by a colourist, with MaxCLL / MaxFALL metadata.
ResolutionSource resolution, up to 8KWe do not upscale in this pass. If the library also needs resolution, it goes through restoration and upscaling first and both come back in one drop.
Shot-matched sequencesPer shot, one setting across a sceneA conform across many shots is expanded consistently so a scene cut from different sources sits together before the grade starts.

The question that decides the scope: what does the finishing suite consume? If it is EXR in ACES, the pass is the whole job. If it is a PQ ProRes for a broadcaster, a colourist trims the expanded master to that display, and that is a second line on the quote.

Where it works, where it doesn’t

Range expansion cannot do every clip

It is very good at well-exposed SDR that was clipped by the encode. It cannot recover what the camera never saw, and it is not a substitute for an HDR original.

Works in one pass
  • SDR libraries going to HDR distribution. Series, catalogue films and documentaries delivered as Rec.709 that now need an HDR version for a platform spec.
  • Mixed-source projects. HDR hero footage cut with SDR archive, stock or generated clips that have to sit in the same timeline.
  • Generated video. AI-generated clips are 8-bit by nature; the pass gives them the range to grade alongside camera originals.
  • Skies, lights and specular highlights. The clipped areas most SDR encodes lose first are the ones the pass rebuilds best.
  • Virtual production assets. SDR plates and backgrounds expanded for LED walls that run in HDR.
Needs a different scope
  • Heavily compressed or banded sources. Low-bitrate web encodes carry macroblocking into the highlights. They go through restoration first, then expansion.
  • Hard clipping over large areas. A fully white sky across the whole frame has no gradient to rebuild from. The pass synthesizes a plausible one; a colourist decides whether it is the right one.
  • Camera-native RAW. ARRIRAW, BRAW and ProRes RAW already carry the range. They are debayered to EXR in the normal way, not expanded.
  • A creative HDR grade. The pass gives the colourist a master with latitude. The look, the trims and the display mapping are still the colourist's job, and they are quoted as grading.
  • Exact matches to an existing HDR master. Expanding the SDR cut-down of a film to match its own HDR original gets close, not identical. Use the original.

What works in the brief: the delivery spec. EXR in ACEScg for a Resolve conform or PQ ProRes 4444, 1000-nit, for a broadcaster is a complete instruction. Make it HDR is a conversation, and we will have it with you on the test clip.

Cost

What moves the number

We do not publish a rate card, because a clean ProRes master and a banded web encode of the same programme are not the same job. These are the drivers; the test clip gives you the actual figure.

SDR to HDR price drivers
DriverCheaperDearer
SourceProRes or high-bitrate master, well exposedLow-bitrate, banded or heavily clipped encodes
ResolutionHD and UHD8K, or source that also needs upscaling
DeliverableEXR in ACEScg, as-isDisplay encodes trimmed by a colourist, multiple targets
VolumeA series or a catalogue, priced per minuteSingle clips
ConformStandalone clipsShot-matched sequences across mixed sources

Faster than a rate card: send one clip, ideally the shot with the sky your colourist already complained about. We return the EXR, the HLG review file and a firm per-minute number for that class of material.

FAQ

Frequently asked questions

What is AI SDR to HDR conversion?

AI range expansion: 8-bit SDR video comes back as 16-bit scene-linear EXR, with highlight and shadow detail the original encode lost synthesized back in.

How is it different from inverse tone mapping?

An inverse tone-map stretches the values you already have, so clipped areas stay clipped. AI expansion rebuilds detail inside blown highlights and crushed shadows, so the master grades with latitude.

What formats do you deliver?

16-bit EXR in ACEScg or the colour space you declare, plus an HLG MP4 for review. A PQ or HLG display encode trimmed by a colourist is available on request.

Can I see the HDR result on this page?

No. Web pages are viewed in SDR, so the samples show the look of an expanded master. The EXR and HLG review file come back with your free test clip.

What is the maximum resolution?

Up to 8K at the source resolution. The pass does not upscale; if you also need resolution, it goes through AI restoration and upscaling first.

How much does it cost?

We price per minute by material class. Send one clip free and you get the EXR, the HLG review file and a firm per-minute number.

Also in the pipeline

HDR is usually the last step of a remaster

Libraries going to HDR often need restoration and upscaling first, and a scene shot at the wrong hour may want a relight before the grade. Anything that has to be comped into the HDR master comes with a proper alpha matte. All of it sits inside the AI VFX Studio: 15 production capabilities, 200+ models, human-finished on every shot.

Send us the clip with the blown-out sky.

One clip, no charge, no commitment. You get back 16-bit EXR in ACEScg, an HLG review file, and a firm per-minute number, and you put the EXR in front of your colourist before deciding anything.

Send a test clip

8-bit SDR in  ·  16-bit EXR out  ·  ACEScg or declared  ·  Colourist-finished

Pixazo is the AI lab of Appy Pie  ·  building software since 2015  ·  16M+ registered users Private & Secure SOC 2 & ISO Aligned 99.9% Uptime SLA Human QC every shot GDPR Compliant
With Pixazo’s platform we deliver enterprise-class security and compliance to you and your customers through every interaction.