tao-train-visual-changenet
Pass
Audited by Gen Agent Trust Hub on Jun 18, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONREMOTE_CODE_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill fetches pretrained weights and model assets from established platforms including HuggingFace (nvidia/C-RADIOv2-B) and NVIDIA's NGC registry. It also specifies downloading datasets from S3 buckets (e.g., pdx.s8k.io, nvcf-storage-handling) for use during evaluation and training.
- [COMMAND_EXECUTION]: The instructions involve executing shell commands for Docker container management, environment setup, and data mirroring using utility tools like
s5cmdand inlinepython3staging scripts. - [REMOTE_CODE_EXECUTION]: The segmentation workflow requires compiling custom CUDA kernels (
MultiScaleDeformableAttention) from source provided within the environment usingpython setup.py develop. This runtime compilation of binary extensions is a standard requirement for the specific model architectures supported by the skill.
Audit Metadata