All Models depth-anything Depth-Anything-V2-Small-hf

depth-anything / Depth-Anything-V2-Small-hf

PQC Verified HuggingFace HNDL: MEDIUM

Depth-Estimation Transformers Safetensors Depth_anything Depth Relative depth

31 1,971,469 2

Use this model

View on HuggingFace

Pull with QuantumShield

quantumshield pull depth-anything/Depth-Anything-V2-Small-hf

Verify integrity

quantumshield verify depth-anything/Depth-Anything-V2-Small-hf

pip install

pip install quantumshield && quantumshield pull depth-anything/Depth-Anything-V2-Small-hf

Don't have the CLI? Download it here

PQC-Verified with ML-DSA-87

This model has a real FIPS 204 ML-DSA-87 (Dilithium5) signature from the platform signing authority. Signature chain includes 2 verification(s). Last verified 2026-05-08.

ML-DSA-87 Signer: did:web:quantamrkt.com:chain:authority View public key

README.md

Depth-Anything-V2-Small-hf

No model card available.

Model Details

Framework	depth-estimation
License	apache-2.0
Signature Algorithm	ML-DSA-65
Source	HuggingFace
HF Repo	depth-anything/Depth-Anything-V2-Small-hf

Intended Uses

This model is registered on the QuantaMrkt quantum-safe registry. All files have been cryptographically verified using post-quantum signatures.

Quick Start

# Install the CLI
pip install quantumshield

# Pull the model
quantumshield pull depth-anything/Depth-Anything-V2-Small-hf

# Verify file integrity
quantumshield verify depth-anything/Depth-Anything-V2-Small-hf

File Manifest

5 files · 99.2 MB · SHA3-256

Name	SHA3-256	Size
.gitattributes	pending-verifica...fication	1.5 KB
config.json	pending-verifica...fication	950 B
model.safetensors	3152477ce0d8d697...49a16b70	99.2 MB
preprocessor_config.json	pending-verifica...fication	775 B
README.md	pending-verifica...fication	4.4 KB

ML-DSA-87 PQC Signatures

1 PQC signature(s)

PQC Platform Signature ML-DSA-87 FIPS 204 Verified 4/20/2026, 7:44:07 PM

Algorithm FIPS 204 ML-DSA-87 (Dilithium5)

Signer did:web:quantamrkt.com:chain:authority

Public Key /.well-known/pqc-public-key

Show full ML-DSA-87 signature

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

Signature Chain

1 signature(s)

Registry ML-DSA-65 Verified 4/20/2026, 4:37:16 PM

Signer did:quantamrkt:registry:shield-v1

Show full signature

da785100ede7aafb1a241c69a07c23285f8f76ff303b29acc014e7920aeccf22

HNDL Risk Assessment

55 / 100

Risk Level

MEDIUM

Quantum Shelf Life

7 years

PQC Status

Verified

Sensitivity

depth-estimation

Quantum Safety Timeline

Now 7yr safe 15 years

Recommendation

Monitor and prepare migration plan.

Transparency Log

Loading activity log...

About

No description provided.

License apache-2.0

Framework depth-estimation

Created 2026-04-20

Downloads 1,971,469

Likes 31

Get this model