ImageLab Visual inspection · part identification
Model: Sonnet 5 Ready Settings

Photograph

tmpzmbefdb4.jpg

This is a dropped search query, held outside the corpus (in_corpus = 0). It is excluded from the library and from every search.

Working copy (400×300 original)

working copy

Thumb

thumbnail

Identity and EXIF

sha2567a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb
path/tmp/tmpzmbefdb4.jpg
bytes19,933
captured_atunknown
cameraunknown
ingested_at2026-08-15T10:45:57+00:00
in_corpus0

Forensic info

No forensic info yet. Add tags with imagelab_add_tag, notes with imagelab_run_wizard, or a scale estimate with imagelab_ruler_measure from your MCP client.

dHash 83c33697031b371f

Each bit compares one greyscale pixel with the one to its right, over a 9×8 reduction. Near-duplicate is a Hamming distance under 10 bits.

Embedding

open_clip:ViT-B-32:laion2b_s34b_b79k, 512 dims, L2-normalised.

First 64 of 512 components.

Description

No description yet. Ingest with describe on, or run this image from the comparison page.

Under the hood — the teaching panel

store ok stored, no analysis 21ms
{
  "captured_at": null,
  "dhash": "83c33697031b371f",
  "has_analysis": false,
  "in_corpus": 0,
  "sha256": "7a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb"
}
describe skipped describe disabled 0ms
{
  "reason": "describe_enabled is false"
}
features ok 5 colors, blur=2162, 0 objects 23233ms
{
  "aspect_ratio": 1.3333,
  "blur_score": 2161.527331343156,
  "brightness_centroid": {
    "x": 0.5118,
    "y": 0.5143
  },
  "dominant_palette": [
    {
      "hex": "#4F3734",
      "pct": 0.444,
      "rgb": [
        79,
        55,
        52
      ]
    },
    {
      "hex": "#2F1E22",
      "pct": 0.1792,
      "rgb": [
        47,
        30,
        34
      ]
    },
    {
      "hex": "#523298",
      "pct": 0.143,
      "rgb": [
        82,
        50,
        152
      ]
    },
    {
      "hex": "#743AE0",
      "pct": 0.1208,
      "rgb": [
        116,
        58,
        224
      ]
    },
    {
      "hex": "#A3979C",
      "pct": 0.113,
      "rgb": [
        163,
        151,
        156
      ]
    }
  ],
  "ocr_text": "",
  "sha256": "7a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb",
  "yolo_objects": []
}
embed ok open_clip:ViT-B-32:laion2b_s34b_b79k 512d 16297ms
{
  "device": "cpu",
  "dim": 512,
  "l2_norm": 1.0,
  "model": "open_clip:ViT-B-32:laion2b_s34b_b79k",
  "preview": [
    -0.0302,
    0.11627,
    -0.16901,
    0.04852,
    0.01664,
    0.00932,
    0.02409,
    -0.00701,
    0.02712,
    -0.05819,
    -0.00472,
    -0.06099,
    -0.03367,
    -0.075,
    0.00579,
    0.01924,
    -0.08195,
    0.00213,
    0.00057,
    -0.03605,
    -0.02032,
    0.03243,
    0.005,
    -0.0769,
    0.00652,
    -0.0414,
    -0.01448,
    -0.02346,
    0.02953,
    -0.02304,
    0.03421,
    -0.0233,
    -0.00161,
    0.05435,
    -0.0145,
    0.07099,
    -0.00526,
    0.01508,
    -0.05972,
    -0.03496,
    -0.01155,
    0.00632,
    -0.0095,
    -0.00123,
    -0.0082,
    0.08721,
    0.00189,
    0.00705,
    -0.00951,
    -0.02008,
    0.05134,
    0.04171,
    -0.01039,
    -0.03973,
    0.09157,
    -0.00454,
    0.00393,
    -0.05504,
    -0.00314,
    0.06993,
    -0.06773,
    -0.03658,
    0.02622,
    0.0067
  ]
}
hash ok dhash 83c33697031b371f 2ms
{
  "dhash": "83c33697031b371f",
  "grid": [
    [
      1,
      0,
      0,
      0,
      0,
      0,
      1,
      1
    ],
    [
      1,
      1,
      0,
      0,
      0,
      0,
      1,
      1
    ],
    [
      0,
      0,
      1,
      1,
      0,
      1,
      1,
      0
    ],
    [
      1,
      0,
      0,
      1,
      0,
      1,
      1,
      1
    ],
    [
      0,
      0,
      0,
      0,
      0,
      0,
      1,
      1
    ],
    [
      0,
      0,
      0,
      1,
      1,
      0,
      1,
      1
    ],
    [
      0,
      0,
      1,
      1,
      0,
      1,
      1,
      1
    ],
    [
      0,
      0,
      0,
      1,
      1,
      1,
      1,
      1
    ]
  ],
  "near_duplicate_threshold_bits": 10,
  "sha256": "7a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb"
}
prepare ok working 400x300, thumb 256px 118ms
{
  "camera": null,
  "captured_at": null,
  "image_tokens": {
    "height": 300,
    "image_tokens": 165,
    "patch_size": 28,
    "patches_high": 11,
    "patches_wide": 15,
    "width": 400
  },
  "normalise_contrast": false,
  "orientation": 1,
  "original": [
    400,
    300
  ],
  "thumb_path": "/app/cache/thumbs/7a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb.jpg",
  "working": [
    400,
    300
  ],
  "working_path": "/app/cache/working/7a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb.jpg"
}
ingest ok sha256 7a4b53454253... 41ms
{
  "already_ingested": false,
  "bytes": 19933,
  "path": "/tmp/tmpzmbefdb4.jpg",
  "sha256": "7a4b53454253a007aeb046e97d62a6757ac7265dd8384e5f5d224eadf0dd6dcb"
}