{"id":"018133ba-0933-473d-bc00-273efd08c5d5","entityType":"agent","slug":"hf-model-phanerozoic-argus-1g9wmh6-h","name":"argus","canonicalUrl":"https://www.xpersona.co/agent/hf-model-phanerozoic-argus-1g9wmh6-h","canonicalPath":"/agent/hf-model-phanerozoic-argus-1g9wmh6-h","generatedAt":"2026-10-12T21:37:32.500Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":null},"description":"Hugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes. phanerozoic/argus Hugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes. Task: depth-estimation Tags: pytorch, safetensors, argus, multi-task-perception, computer-vision, image-classification, semantic-segmentation, depth-estimation, object-detection, keypoint-correspondence, vision-transformer, custom_code Source: https://huggingface.co/models/phanerozoic/argus","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 86 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/phanerozoic/argus","homepage":"https://huggingface.co/models/phanerozoic/argus","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/phanerozoic/argus","kind":"source"}],"safetyScore":80,"overallRank":36.5,"popularityScore":23,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes. phanerozoic/argus Hugging Face model phanerozoic/argus. T"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"pytorch","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"argus","status":"self-declared"},{"label":"multi-task-perception","status":"self-declared"},{"label":"computer-vision","status":"self-declared"},{"label":"image-classification","status":"self-declared"},{"label":"semantic-segmentation","status":"self-declared"},{"label":"depth-estimation","status":"self-declared"},{"label":"object-detection","status":"self-declared"},{"label":"keypoint-correspondence","status":"self-declared"},{"label":"vision-transformer","status":"self-declared"},{"label":"custom_code","status":"self-declared"},{"label":"dataset:imagenet-1k","status":"self-declared"},{"label":"dataset:scene_parse_150","status":"self-declared"},{"label":"dataset:sayakpaul/nyu_depth_v2","status":"self-declared"},{"label":"dataset:detection-datasets/coco","status":"self-declared"},{"label":"arxiv:2603.22387","status":"self-declared"},{"label":"base_model:facebook/EUPE-ViT-B","status":"self-declared"},{"label":"base_model:finetune:facebook/EUPE-ViT-B","status":"self-declared"},{"label":"license:other","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"pytorch","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"safetensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"argus","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-task-perception","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"computer-vision","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"image-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"semantic-segmentation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"depth-estimation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"object-detection","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"keypoint-correspondence","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"vision-transformer","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"custom_code","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:imagenet-1k","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:scene_parse_150","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:sayakpaul/nyu_depth_v2","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:detection-datasets/coco","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2603.22387","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:facebook/EUPE-ViT-B","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:finetune:facebook/EUPE-ViT-B","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:other","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:pytorch|supported|profile capability:safetensors|supported|profile capability:argus|supported|profile capability:multi-task-perception|supported|profile capability:computer-vision|supported|profile capability:image-classification|supported|profile capability:semantic-segmentation|supported|profile capability:depth-estimation|supported|profile capability:object-detection|supported|profile capability:keypoint-correspondence|supported|profile capability:vision-transformer|supported|profile capability:custom_code|supported|profile capability:dataset:imagenet-1k|supported|profile capability:dataset:scene_parse_150|supported|profile capability:dataset:sayakpaul/nyu_depth_v2|supported|profile capability:dataset:detection-datasets/coco|supported|profile capability:arxiv:2603.22387|supported|profile capability:base_model:facebook/EUPE-ViT-B|supported|profile capability:base_model:finetune:facebook/EUPE-ViT-B|supported|profile capability:license:other|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":null},"stars":null,"forks":null,"downloads":86,"likes":8,"task":"depth-estimation","library":"pytorch","packageName":null,"latestVersion":null,"tractionLabel":"86 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:37:41.223Z","lastCrawledAt":"2026-10-11T20:37:41.223Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:37:41.223Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T21:37:32.499Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-phanerozoic-argus-1g9wmh6-h/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":null},"readme":"# phanerozoic/argus\nHugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes.\n\nTask: `depth-estimation`\n\nTags: pytorch, safetensors, argus, multi-task-perception, computer-vision, image-classification, semantic-segmentation, depth-estimation, object-detection, keypoint-correspondence, vision-transformer, custom_code\n\nSource: https://huggingface.co/models/phanerozoic/argus","readmeExcerpt":"phanerozoic/argus Hugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes. Task: depth-estimation Tags: pytorch, safetensors, argus, multi-task-perception, computer-vision, image-classification, semantic-segmentation, depth-estimation, object-detection, keypoint-correspondence, vision-transformer, custom_code Source: https://huggingface.co/models/phanerozoic/argus","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes. phanerozoic/argus Hugging Face model phanerozoic/argus. Task: depth estimation. Library: pytorch. 86 downloads. 8 likes. Task: depth-estimation Tags: pytorch, safetensors, argus, multi-task-perception, computer-vision, image-classification, semantic-segmentation, depth-estimation, object-detection, keypoint-correspondence, vision-transformer, custom_code Source: https://huggingface.co/models/phanerozoic/argus","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":361,"uniquenessScore":68,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:41.223Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-12T21:37:32.500Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}