Oiiotool

Image processing with oiiotool CLI — format conversion (EXR, TIFF, DPX, PNG, JPEG, HDR), OCIO/ACES color management and display transforms, exposure adjustment, resize/crop, compositing, EXR sequence to video, texture baking, image comparison, and batch/sequence operations. Use when working with image files, EXR sequences, color spaces, or HDR content.

oumad@oumad

Install

openclaw skills install @oumad/oiiotool

oiiotool Skill

Command-line image processing with OpenImageIO's oiiotool. Industry-standard tool used across VFX, CGI, game dev, and photography for format conversion, color management, compositing, and batch image operations.

Setup

bash

pip install openimageio

This installs both the oiiotool CLI and the OpenImageIO Python module.

Verify:

bash

oiiotool --version
oiiotool --list-formats

OCIO / ACES Configuration

oiiotool uses OpenColorIO for color management. Since OCIO 2.2+, built-in ACES configs are available — no file download needed:

bash

# Use built-in ACES CG config (recommended for most users)
export OCIO=ocio://cg-config-latest

# Or specify per-command
oiiotool --colorconfig ocio://cg-config-latest input.exr ...

Available built-in configs:

ocio://cg-config-latest — CG-focused config (no camera color spaces, lean). Recommended.
ocio://studio-config-latest — Full studio config (includes camera color spaces).
ocio://cg-config-v4.0.0_aces-v2.0_ocio-v2.5 — Pin to a specific version.

For production studios with a custom config:

bash

export OCIO=/path/to/studio_config.ocio

Check what's available:

bash

oiiotool --colorconfiginfo

Core Concept: Stack-Based Processing

oiiotool processes commands left to right on a stack:

Naming a file pushes it onto the stack
Commands pop inputs, process, and push results
-o writes the top of stack to a file

bash

# Read -> process -> write
oiiotool input.exr --resize 1920x1080 -o output.png

# Two images -> composite -> write
oiiotool fg.exr bg.exr --over -o comp.exr

File Info & Metadata

bash

# Basic info (resolution, channels, format)
oiiotool --info input.exr

# Verbose info (all metadata)
oiiotool --info -v input.exr

# Pixel statistics (min, max, mean, stddev per channel)
oiiotool --stats input.exr

# Filter metadata with regex
oiiotool --info -v --metamatch "camera|lens" input.exr

Format Conversion

Supported formats: EXR, TIFF, PNG, JPEG, DPX, HDR (Radiance), BMP, TGA, GIF, WebP, JPEG2000, PSD, ICO, FITS, and more.

bash

# Simple conversion (format inferred from extension)
oiiotool input.exr -o output.png
oiiotool input.dpx -o output.tiff
oiiotool input.hdr -o output.exr

# Control output bit depth
oiiotool input.exr -d uint8 -o output.png       # 8-bit
oiiotool input.exr -d uint16 -o output.png       # 16-bit
oiiotool input.exr -d half -o output.exr         # 16-bit float (half)
oiiotool input.exr -d float -o output.tiff       # 32-bit float

# JPEG quality
oiiotool input.exr -d uint8 --compression jpeg:95 -o output.jpg

# EXR compression types
oiiotool input.exr --compression zip -o output.exr        # lossless, good general
oiiotool input.exr --compression piz -o output.exr        # lossless, best for noisy/CG
oiiotool input.exr --compression zips -o output.exr       # lossless, scanline
oiiotool input.exr --compression dwaa:45 -o output.exr    # lossy, very small files

# Tiled vs scanline EXR
oiiotool input.exr --tile 64 64 -o output.exr
oiiotool input.exr --scanline -o output.exr

# Add dither when going from high bit depth to 8-bit (reduces banding)
oiiotool input.exr -d uint8 --dither -o output.png

Production Tip: Selective Channel Reading

For large multichannel EXRs (beauty + depth + normals + crypto), read only what you need to save memory and time:

bash

# Read only R,G,B channels (skip depth, normals, cryptomatte, etc.)
oiiotool -i:ch=R,G,B input.exr -o output.png

# Combined with conversion and color management
oiiotool -i:ch=R,G,B input.exr --resize 1024x0 --colorconvert "ACES2065-1" "Rec.1886 Rec.709 - Display" --compression "jpeg:90" -o output.jpg

This is critical in production where EXRs can have 50+ channels and be hundreds of MB each.

Color Management (OCIO)

Color Space Conversion

bash

# Convert between named color spaces
oiiotool input.exr --colorconvert ACEScg "sRGB - Texture" -o output.png
oiiotool input.exr --colorconvert linear srgb -o output.png
oiiotool input.exr --tocolorspace "sRGB - Texture" -o output.png

# Set the assumed input color space (without changing pixels)
oiiotool input.png --iscolorspace srgb --tocolorspace linear -o linear.exr

ACES Display Transforms (Tone Mapping)

The proper way to view HDR content. Applies the ACES Reference Rendering Transform (RRT) + Output Device Transform (ODT) for correct highlight rolloff:

bash

# sRGB monitor (most common for web/review)
oiiotool input.exr --ociodisplay "sRGB - Display" "ACES 1.0 - SDR Video" -d uint8 -o output.png

# Rec.709 broadcast
oiiotool input.exr --ociodisplay "Rec.1886 Rec.709 - Display" "ACES 1.0 - SDR Video" -d uint8 -o output.png

# DCI-P3 cinema
oiiotool input.exr --ociodisplay "P3-D65 - Display" "ACES 1.0 - SDR Cinema" -d uint8 -o output.png

# HDR (1000 nits, PQ)
oiiotool input.exr --ociodisplay "Rec.2100-PQ - Display" "ACES 1.1 - HDR Video (1000 nits & Rec.2020 lim)" -d uint16 -o output.png

# Un-tone-mapped (linear to display, no RRT — useful for comparing raw values)
oiiotool input.exr --ociodisplay "sRGB - Display" "Un-tone-mapped" -d uint8 -o output.png

When to use display transforms vs colorconvert: Use --ociodisplay when converting HDR scene-referred data to a display for viewing (applies tone mapping). Use --colorconvert when converting between working color spaces (no tone mapping, preserves linearity).

OCIO Looks & File Transforms

bash

# Apply an OCIO look (e.g., ACES gamut compression)
oiiotool input.exr --ociolook "ACES 1.3 Reference Gamut Compression" -o output.exr

# Apply a file-based transform (3D LUT, CDL, CLF)
oiiotool input.exr --ociofiletransform my_grade.cube -o output.exr

# Inverse
oiiotool input.exr --ociofiletransform:inverse=1 my_grade.cube -o output.exr

Manual Matrix Color Conversion

When you don't have OCIO or need a specific 3x3 matrix:

bash

# ACEScg to linear sRGB (comma-separated, row-major)
oiiotool input.exr --ccmatrix "1.70505,-0.62179,-0.08326,-0.13026,1.14080,-0.01055,-0.02400,-0.12897,1.15297" -o output.exr

Exposure Adjustment

EXR stores linear light values. Exposure in stops is powers of 2:

bash

# Lower exposure (darken) — reveal HDR highlights
oiiotool input.exr --mulc 0.0625 -o output.exr        # -4 stops
oiiotool input.exr --mulc 0.0078125 -o output.exr      # -7 stops

# Raise exposure (brighten) — reveal shadow detail
oiiotool input.exr --mulc 4 -o output.exr              # +2 stops
oiiotool input.exr --mulc 16 -o output.exr             # +4 stops

# Fractional stops
oiiotool input.exr --mulc 0.00407 -o output.exr        # -7.6 stops

Exposure + ACES display transform (most useful combo for HDR review):

bash

oiiotool input.exr --mulc 0.0078125 --ociodisplay "sRGB - Display" "ACES 1.0 - SDR Video" -d uint8 -o output_exp-7.png

Exposure Reference Table

Stops	Multiplier	Formula	Use Case
+8	256	2^8	Deep shadow recovery
+6	64	2^6	Dark shadow detail
+4	16	2^4	Shadow detail
+2	4	2^2	Slight brighten
0	1	2^0	Native exposure
-2	0.25	2^-2	Slight darken
-4	0.0625	2^-4	Highlight recovery
-6	0.015625	2^-6	Bright highlight detail
-8	0.00390625	2^-8	Extreme highlight recovery

Ready-Made Scripts

Exposure Sweep

Generate a composite contact sheet of multiple exposures from an HDR EXR:

bash

python scripts/exposure_sweep.py input.exr
python scripts/exposure_sweep.py input.exr --stops -8,-6,-4,-2,0,2,4,6,8
python scripts/exposure_sweep.py input.exr --display "sRGB - Display" --view "ACES 1.0 - SDR Video"
python scripts/exposure_sweep.py input.exr --cols 4 --output sweep.jpg

EXR Sequence to Video

Convert an EXR image sequence to MP4:

bash

python scripts/seq_to_video.py /path/to/sequence/
python scripts/seq_to_video.py /path/to/sequence/ --fps 24 --crf 18
python scripts/seq_to_video.py /path/to/sequence/ --display "sRGB - Display" --view "ACES 1.0 - SDR Video"
python scripts/seq_to_video.py /path/to/sequence/ --exposure -4 --output comp.mp4

Requires ffmpeg in PATH.

Image Operations

Resize & Fit

bash

# Resize to exact dimensions
oiiotool input.exr --resize 1920x1080 -o output.exr

# Resize by percentage
oiiotool input.exr --resize 50% -o output.exr

# Resize width only, preserve aspect (height=0 means auto)
oiiotool input.exr --resize 1024x0 -o output.exr

# Fit within dimensions (preserves aspect ratio, no stretching)
oiiotool input.exr --fit 1920x1080 -o output.exr

# Fit and pad to exact dimensions
oiiotool input.exr --fit:pad=1 1920x1080 -o output.exr

# Choose resize filter
oiiotool input.exr --resize:filter=lanczos3 1920x1080 -o output.exr

# Fix pixel aspect ratio
oiiotool input.exr --pixelaspect 2.0 -o output.exr

Available filters: box, triangle, gaussian, catmull-rom, blackman-harris, sinc, lanczos3, mitchell, bspline, cubic. Default lanczos3 is good for most uses.

Crop & Cut

bash

# Crop to region (WxH+X+Y — adjusts data window, keeps display window)
oiiotool input.exr --crop 1920x1080+100+50 -o output.exr

# Cut (crop + reposition to origin)
oiiotool input.exr --cut 1920x1080+100+50 -o output.exr

# Crop to full/display window
oiiotool input.exr --croptofull -o output.exr

# Auto-trim black borders
oiiotool input.exr --trim -o output.exr

Rotate & Flip

bash

oiiotool input.exr --rotate90 -o output.exr      # 90 CW
oiiotool input.exr --rotate180 -o output.exr
oiiotool input.exr --rotate270 -o output.exr      # 90 CCW
oiiotool input.exr --flip -o output.exr           # vertical mirror
oiiotool input.exr --flop -o output.exr           # horizontal mirror
oiiotool input.exr --transpose -o output.exr
oiiotool input.exr --rotate 45 -o output.exr      # arbitrary angle

# Auto-orient based on EXIF
oiiotool --autoorient input.jpg -o output.jpg

Blur & Sharpen

bash

# Gaussian blur
oiiotool input.exr --blur 5x5 -o output.exr
oiiotool input.exr --blur:kernel=gaussian 10x10 -o output.exr

# Median filter (salt-and-pepper noise removal)
oiiotool input.exr --median 3x3 -o output.exr

# Unsharp mask (sharpen)
oiiotool input.exr --unsharp:kernel=gaussian:width=3:contrast=1.5 -o output.exr

# Morphological ops
oiiotool input.exr --dilate 3x3 -o output.exr
oiiotool input.exr --erode 3x3 -o output.exr

Channel Operations

bash

# Select/reorder channels
oiiotool input.exr --ch R,G,B -o output.exr         # drop alpha
oiiotool input.exr --ch B,G,R -o output.exr         # BGR swap
oiiotool input.exr --ch R,G,B,A=1.0 -o output.exr   # add solid alpha
oiiotool input.exr --ch 0 -o output.exr             # first channel only

# Rename channels
oiiotool input.exr --chnames R,G,B -o output.exr

# Combine channels from multiple files
oiiotool rgb.exr alpha.exr --chappend -o rgba.exr

# Luminance (sum weighted channels)
oiiotool input.exr --chsum:weight=0.2126,0.7152,0.0722 -o luminance.exr

# Split layer-named channels into separate images
oiiotool multilayer.exr --layersplit -o layer.exr

Compositing

bash

# Alpha-over composite
oiiotool fg.exr bg.exr --over -o comp.exr

# Paste fg at position
oiiotool bg.exr fg.exr --paste +100+50 -o comp.exr

# Depth-based composite (Z channel)
oiiotool a.exr b.exr --zover -o comp.exr

# Mosaic/contact sheet
oiiotool img1.exr img2.exr img3.exr img4.exr --mosaic 2x2 -o grid.exr
oiiotool img*.exr --mosaic:pad=4 3x3 -o contact.exr

# Math operations between two images
oiiotool a.exr b.exr --add -o sum.exr
oiiotool a.exr b.exr --mul -o product.exr
oiiotool a.exr b.exr --absdiff -o diff.exr
oiiotool a.exr b.exr --max -o max.exr
oiiotool a.exr b.exr --min -o min.exr

Color & Value Adjustments

bash

# Multiply (exposure, tint)
oiiotool input.exr --mulc 2.0 -o output.exr              # all channels
oiiotool input.exr --mulc 1.1,1.0,0.9 -o output.exr      # per-channel warm tint

# Add offset
oiiotool input.exr --addc 0.1 -o output.exr

# Power/gamma
oiiotool input.exr --powc 2.2 -o output.exr              # apply gamma
oiiotool input.exr --powc 0.4545 -o output.exr            # remove gamma

# Invert colors
oiiotool input.exr --invert -o output.exr

# Clamp values
oiiotool input.exr --clamp:min=0:max=1 -o output.exr

# Contrast (S-curve)
oiiotool input.exr --contrast:black=0.1:white=0.9:scontrast=2.0 -o output.exr

# Saturation
oiiotool input.exr --saturate 1.5 -o output.exr          # boost
oiiotool input.exr --saturate 0 -o output.exr             # desaturate

# Range compress (HDR -> log preview)
oiiotool input.exr --rangecompress -o output.exr

# Fix NaN/Inf values
oiiotool input.exr --fixnan black -o output.exr
oiiotool input.exr --fixnan box3 -o output.exr            # interpolate neighbors

# False color visualization
oiiotool depth.exr --colormap inferno -o heatmap.png
oiiotool depth.exr --colormap viridis -o heatmap.png
oiiotool depth.exr --colormap turbo -o heatmap.png

Drawing & Annotation

bash

# Text overlay
oiiotool input.exr --text:x=20:y=40:size=24:color=1,1,1 "Frame 001" -o output.exr

# Draw box outline
oiiotool input.exr --box:color=1,0,0 100,100,500,400 -o output.exr

# Draw lines
oiiotool input.exr --line:color=0,1,0 0,0,100,100 -o output.exr

# Fill region with solid color
oiiotool input.exr --fill:color=0,0,1 100x100+50+50 -o output.exr

# Create solid color image from scratch
oiiotool --create 1920x1080 3 --fill:color=0.18,0.18,0.18 1920x1080+0+0 -o gray18.exr

Sequence Processing

oiiotool supports frame number wildcards for batch operations:

bash

# '#' expands to frame numbers (padded to match # count)
oiiotool --frames 1001-1100 input.####.exr --resize 50% -o output.####.exr

# printf-style patterns
oiiotool --frames 1001-1100 input.%04d.exr -o output.%04d.png

# Frame step (every other frame)
oiiotool --frames 1-100x2 input.####.exr -o output.####.exr

# Skip missing frames
oiiotool --frames 1001-1100 --skip-bad-frames input.####.exr -o output.####.png

# Parallel frame processing (use all cores)
oiiotool --frames 1001-1100 --parallel-frames input.####.exr --resize 1920x1080 -o output.####.exr

# ACES display transform on entire sequence
oiiotool --frames 1001-1100 input.####.exr --ociodisplay "sRGB - Display" "ACES 1.0 - SDR Video" -d uint8 -o output.####.png

# Exposure + display transform on sequence
oiiotool --frames 1001-1100 input.####.exr --mulc 0.0625 --ociodisplay "sRGB - Display" "ACES 1.0 - SDR Video" -d uint8 -o output.####.png

# Read only RGB channels for efficiency on multichannel sequences
oiiotool --frames 1001-1100 -i:ch=R,G,B input.####.exr --ociodisplay "sRGB - Display" "ACES 1.0 - SDR Video" -d uint8 -o output.####.png

Sequence to Video (with ffmpeg)

Two-step process:

bash

# Step 1: Convert EXR sequence to PNG
oiiotool --frames 1001-1100 --parallel-frames input.####.exr --ociodisplay "sRGB - Display" "ACES 1.0 - SDR Video" -d uint8 -o _tmp/output.####.png

# Step 2: Encode with ffmpeg
ffmpeg -framerate 24 -start_number 1001 -i _tmp/output.%04d.png -c:v libx264 -pix_fmt yuv420p -crf 18 output.mp4

Or use the helper script: python scripts/seq_to_video.py /path/to/sequence/

Texture Baking

bash

# Tiled, mipmapped texture for rendering engines
oiiotool input.exr -otex output.tx

# Environment map (lat-long to cube)
oiiotool latlong.hdr -oenv environment.tx

# Bump map processing
oiiotool bump.exr -obump normals.tx

Image Comparison

bash

# Difference report
oiiotool a.exr b.exr --diff

# Perceptual difference
oiiotool a.exr b.exr --pdiff

# With thresholds
oiiotool a.exr b.exr --fail 0.001 --failpercent 1 --diff

# Visual difference (amplified)
oiiotool a.exr b.exr --absdiff --mulc 10 -o diff_amplified.exr

# Count pixels matching a color
oiiotool input.exr --colorcount "0,0,0"

# Count pixels outside a range
oiiotool input.exr --rangecheck 0,0,0 1,1,1

Patterns & Test Images

bash

# Black
oiiotool --create 1920x1080 3 -o black.exr

# Constant color
oiiotool --pattern constant:color=0.5,0.5,0.5 1920x1080 3 -o gray50.exr

# Checker
oiiotool --pattern checker:color1=0.2,0.2,0.2:color2=0.8,0.8,0.8:width=64:height=64 1920x1080 3 -o checker.exr

# Noise
oiiotool --pattern noise:type=gaussian:mean=0.5:stddev=0.1 1920x1080 3 -o noise.exr

Metadata Manipulation

bash

# Set metadata
oiiotool input.exr --attrib "Artist" "John Doe" -o output.exr
oiiotool input.exr --attrib:type=float "exposure" 1.5 -o output.exr

# Remove metadata by pattern
oiiotool input.exr --eraseattrib "camera.*" -o output.exr

# Copy metadata from one image to another
oiiotool source.exr target.exr --pastemeta -o output.exr

# Set caption
oiiotool input.exr --caption "Final comp v3" -o output.exr

Deep Image Operations

bash

# Flatten deep image to regular 2D
oiiotool deep.exr --flatten -o flat.exr

# Convert regular image to deep
oiiotool input.exr --deepen -o deep.exr

# Merge two deep images
oiiotool a_deep.exr b_deep.exr --deepmerge -o merged.exr

# Deep holdout
oiiotool fg_deep.exr holdout_deep.exr --deepholdout -o result.exr

Cryptomatte Visualization

bash

# Built-in cryptomatte to color matte
oiiotool input.exr --cryptomatte-colors crypto_material -o material_colors.exr

For advanced cryptomatte extraction with custom palettes and batch processing, see the exr skill.

Performance Tips

--threads N — control parallelism (default: all cores)
--parallel-frames — parallelize sequence processing
-i:ch=R,G,B — read only needed channels from multichannel EXRs
--cache MB — increase image cache for large files
--native — bypass cache for one-shot operations
--autotile 64 — better cache performance with large scanline images
-u — update mode: skip outputs newer than inputs

Related Skills

exr — Python-level EXR internals: channel inspection, cryptomatte extraction with custom palettes, beauty pass extraction with ACEScg matrix. Use when you need fine-grained channel access or cryptomatte decoding beyond what --cryptomatte-colors provides.

Oiiotool

Install

oiiotool Skill

Setup

OCIO / ACES Configuration

Core Concept: Stack-Based Processing

File Info & Metadata

Format Conversion

Production Tip: Selective Channel Reading

Color Management (OCIO)

Color Space Conversion

ACES Display Transforms (Tone Mapping)

OCIO Looks & File Transforms

Manual Matrix Color Conversion

Exposure Adjustment

Exposure Reference Table

Ready-Made Scripts

Exposure Sweep

EXR Sequence to Video

Image Operations

Resize & Fit

Crop & Cut

Rotate & Flip

Blur & Sharpen

Channel Operations

Compositing

Color & Value Adjustments

Drawing & Annotation

Sequence Processing

Sequence to Video (with ffmpeg)

Texture Baking

Image Comparison

Patterns & Test Images

Metadata Manipulation

Deep Image Operations

Cryptomatte Visualization

Performance Tips

Related Skills

Related skills