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NVIDIA
PAIDF Augmentation
Container
NVIDIA
NVIDIA
PAIDF Augmentation

PAIDF Augmentation is an image & video augmentation pipeline that leverages NVIDIA Cosmos and other generative models to produce photorealistic synthetic video data. It supports multiple augmentation strategies including weather, lighting, and scene transformations for training and validating models in NVIDIA Metropolis applications.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
["uv" "run" "--no-sync" "/app/modules/cli.py"]
06/13/2026 12:10 AM UTC
sha256:7476df74c5b3a63061d316332d04935fbd66ea26b2a68ad509eb404f4c9ed561RUN
APP_UID=10000 APP_GID=10000 FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 YQ_SHA256=6acbc0ee0ce7d457c64407acc44a9607fff065cc436433407e27e7370c51a694 UV_VERSION=0.11.10 PYTHON_VERSION=3.13.13 COSMOS_VERSION=v1.5.4 COSMOS_PREDICT_VERSION=v1.5.2 OPENCV_PYTHON_VERSION=4.12.0.88 PYAV_VERSION=16.1.0 /bin/bash -o pipefail -c cp /NGC-DL-CONTAINER-LICENSE /app/NGC-DL-CONTAINER-LICENSE
06/13/2026 12:10 AM UTC
sha256:34fef2c53517a9b01eac83a04b5c2fbc3d1b166c6a4800efda90c78c759c8cc1COPY
--chown=nvidia:nvidia LICENSE-3rd-party.txt VERSION /app/
06/13/2026 12:10 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
nvidia
06/13/2026 12:10 AM UTC
sha256:f4d03973a030611785afbf82e8553d3d4651dcd08784f7058590a760e93b0f6dRUN
APP_UID=10000 APP_GID=10000 FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 YQ_SHA256=6acbc0ee0ce7d457c64407acc44a9607fff065cc436433407e27e7370c51a694 UV_VERSION=0.11.10 PYTHON_VERSION=3.13.13 COSMOS_VERSION=v1.5.4 COSMOS_PREDICT_VERSION=v1.5.2 OPENCV_PYTHON_VERSION=4.12.0.88 PYAV_VERSION=16.1.0 /bin/bash -o pipefail -c apt-get update &&
  apt-get purge -y --auto-remove build-essential cmake ninja-build pkg-config git git-lfs wget unzip gnupg gnupg2 libgnutls28-dev &&
  rm -rf /var/lib/apt/lists/*
06/13/2026 12:10 AM UTC
sha256:5e6950baca84f41347d01d510f5b3d50178429e1ffaee4312c96ea451eee7b77RUN
APP_UID=10000 APP_GID=10000 FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 YQ_SHA256=6acbc0ee0ce7d457c64407acc44a9607fff065cc436433407e27e7370c51a694 UV_VERSION=0.11.10 PYTHON_VERSION=3.13.13 COSMOS_VERSION=v1.5.4 COSMOS_PREDICT_VERSION=v1.5.2 OPENCV_PYTHON_VERSION=4.12.0.88 PYAV_VERSION=16.1.0 /bin/bash -o pipefail -c uv cache clean
06/13/2026 12:10 AM UTC
sha256:f032acee8924c54c3c9aef90457bec0df7993ef78554a70e194061120b4a6b0dRUN
APP_UID=10000 APP_GID=10000 FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 YQ_SHA256=6acbc0ee0ce7d457c64407acc44a9607fff065cc436433407e27e7370c51a694 UV_VERSION=0.11.10 PYTHON_VERSION=3.13.13 COSMOS_VERSION=v1.5.4 COSMOS_PREDICT_VERSION=v1.5.2 OPENCV_PYTHON_VERSION=4.12.0.88 PYAV_VERSION=16.1.0 /bin/bash -o pipefail -c for p in /root/.local/share/uv/python/cpython-*/bin/python3.* /home/nvidia/.local/share/uv/python/cpython-*/bin/python3.*; do [ -x "$p" ] &&
  "$p" -m pip install --no-cache-dir --break-system-packages --upgrade "setuptools>=80.9.0" 2>/dev/null ||
  true; done
06/13/2026 12:10 AM UTC
sha256:bb60dec0c77a06b6798426c8299c1671928aaf02e58463a9033f2cc2d3f39561RUN
APP_UID=10000 APP_GID=10000 FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 YQ_SHA256=6acbc0ee0ce7d457c64407acc44a9607fff065cc436433407e27e7370c51a694 UV_VERSION=0.11.10 PYTHON_VERSION=3.13.13 COSMOS_VERSION=v1.5.4 COSMOS_PREDICT_VERSION=v1.5.2 OPENCV_PYTHON_VERSION=4.12.0.88 PYAV_VERSION=16.1.0 /bin/bash -o pipefail -c set -e; mkdir -p /usr/share/oss-sources/source-builds; for spec in "opencv-python:${OPENCV_PYTHON_VERSION}" "av:${PYAV_VERSION}"; do name="${spec%%:*}"; ver="${spec##*:}"; meta=$(curl -fsSL "https://pypi.org/pypi/${name}/${ver}/json" | jq -r '.urls[] | select(.packagetype=="sdist") | [.url, .digests.sha256] | @tsv' | head -n1); url="${meta%%$'\t'*}"; sha="${meta##*$'\t'}"; [ -n "$url" ] &&
  [ -n "$sha" ] ||
  { echo "No sdist metadata for ${name}==${ver}"; exit 1; }; out="/usr/share/oss-sources/source-builds/$(basename "$url")"; curl -fsSL "$url" -o "$out"; echo "${sha}  ${out}" | sha256sum -c -; done
06/13/2026 12:10 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
root
06/13/2026 12:10 AM UTC
sha256:f566bd1345f6e9cb067a6103a937fd7100231f936b9f900f66681441d8cafb5bRUN
APP_UID=10000 APP_GID=10000 FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 YQ_SHA256=6acbc0ee0ce7d457c64407acc44a9607fff065cc436433407e27e7370c51a694 UV_VERSION=0.11.10 PYTHON_VERSION=3.13.13 COSMOS_VERSION=v1.5.4 COSMOS_PREDICT_VERSION=v1.5.2 OPENCV_PYTHON_VERSION=4.12.0.88 PYAV_VERSION=16.1.0 /bin/bash -o pipefail -c uv cache clean
06/13/2026 12:10 AM UTC
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