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NVIDIA
NVIDIA
PAIDF Auto Labeling
Container
NVIDIA
NVIDIA
PAIDF Auto Labeling

PAIDF Auto Labeling is an automated data annotation pipeline that processes raw video data through object detection, multi-object tracking, vision-language model (VLM) classification, and multiple-choice question (MCQ) generation stages. It produces high-quality pseudo-labels for training computer vision models in NVIDIA Metropolis synthetic data generation workflows.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
/bin/bash
05/29/2026 9:18 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
nvidia
05/29/2026 9:18 PM UTC
sha256:2bba7ecaf89cefdd28e32d8600378cb277f1fe13b6b8304b6905e3764b29bb10RUN
FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 PYTHON_VERSION=3.13.13 TORCH_CUDA_INDEX=cu128 TORCH_VERSION=2.8.0 TORCHVISION_VERSION=0.23.0 TORCHAUDIO_VERSION=2.8.0 FLASH_ATTN_VERSION=2.8.3 OPENCV_PYTHON_VERSION=4.12.0.88 SEEDVR_REPO_URL=https://github.com/ByteDance-Seed/SeedVR.git SEEDVR_GIT_SHA=e4de8c24441a67e1b7df56abea10645059bb1185 /bin/bash -lc set -euxo pipefail; mkdir -p /workspace/output /workspace/logs /workspace/ckpts; chown -R nvidia:nvidia /workspace/output /workspace/logs /workspace/ckpts
05/29/2026 9:18 PM UTC
sha256:2cbb9014c8404ca1729d39f1398ca9a0ba2220f9f8974fc53e486a966f7bb33cRUN
FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 PYTHON_VERSION=3.13.13 TORCH_CUDA_INDEX=cu128 TORCH_VERSION=2.8.0 TORCHVISION_VERSION=0.23.0 TORCHAUDIO_VERSION=2.8.0 FLASH_ATTN_VERSION=2.8.3 OPENCV_PYTHON_VERSION=4.12.0.88 SEEDVR_REPO_URL=https://github.com/ByteDance-Seed/SeedVR.git SEEDVR_GIT_SHA=e4de8c24441a67e1b7df56abea10645059bb1185 /bin/bash -lc set -eux; chmod 755 /root; if [[ -d /root/.local/share/uv ]]; then chmod -R a+rX /root/.local/share/uv; fi
05/29/2026 9:18 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_DRIVER_CAPABILITIES=compute,utility,video
05/29/2026 9:18 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NCCL_DEBUG=WARN
05/29/2026 9:18 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
UV_NO_SYNC=1
05/29/2026 9:18 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
UV_PROJECT_ENVIRONMENT=/opt/venv
05/29/2026 9:18 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
/usr/local/bin/auto-labeling-entrypoint.sh
05/29/2026 9:18 PM UTC
sha256:964f3eb7928cd4df4644710af71a51820fc6acdbe26dd009d6ed4ab535a482c0RUN
FFMPEG_VERSION=8.1 FFMPEG_SHA256=b072aed6871998cce9b36e7774033105ca29e33632be5b6347f3206898e0756a NV_CODEC_HEADERS_VERSION=n12.1.14.0 PYTHON_VERSION=3.13.13 TORCH_CUDA_INDEX=cu128 TORCH_VERSION=2.8.0 TORCHVISION_VERSION=0.23.0 TORCHAUDIO_VERSION=2.8.0 FLASH_ATTN_VERSION=2.8.3 OPENCV_PYTHON_VERSION=4.12.0.88 SEEDVR_REPO_URL=https://github.com/ByteDance-Seed/SeedVR.git SEEDVR_GIT_SHA=e4de8c24441a67e1b7df56abea10645059bb1185 /bin/bash -lc chmod +x /usr/local/bin/auto-labeling-entrypoint.sh
05/29/2026 9:18 PM UTC
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