image imagewidth (px) 562 916 | image_id stringlengths 17 20 | width int64 562 916 | height int64 280 684 | annotations listlengths 2 24 |
|---|---|---|---|---|
Car damages 1453.png | 800 | 601 | [
{
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Car damages 135.png | 642 | 447 | [
{
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Car damages 890.png | 574 | 427 | [
{
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"category": "Back-door",
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Car damages 675.png | 792 | 593 | [
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Car damages 727.png | 572 | 386 | [
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Car damages 1365.png | 792 | 596 | [
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Car damages 150.png | 646 | 480 | [
{
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"category": "Trunk",
"id": 1164156753,
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Car damages 664.png | 571 | 393 | [
{
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Car damages 778.png | 572 | 428 | [
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Car damages 28.png | 630 | 438 | [
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Car damages 163.png | 655 | 381 | [
{
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Car damages 904.png | 574 | 428 | [
{
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Car damages 1159.png | 733 | 511 | [
{
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"category": "Windshield",
"id": 1164159549,
"segmentation": [
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Car damages 709.png | 571 | 429 | [
{
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"category": "Back-windshield",
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"segmentation": [
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Car damages 1674.png | 792 | 598 | [
{
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"category": "Windshield",
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"segmentation": [
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Car damages 1745.jpg | 636 | 476 | [
{
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"category": "Headlight",
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"segmentation": [
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Car damages 1469.png | 805 | 482 | [
{
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"category": "Roof",
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"segmentation": [
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Car damages 784.png | 572 | 428 | [
{
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"category": "Back-wheel",
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"segmentation": [
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Car damages 1661.jpg | 636 | 475 | [
{
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"category": "Windshield",
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"segmentation": [
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Car damages 1603.png | 831 | 522 | [
{
"bbox": [
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],
"category": "Front-wheel",
"id": 1164153018,
"segmentation": [
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Car damages 144.png | 643 | 432 | [
{
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"category": "Windshield",
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"segmentation": [
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Car damages 744.png | 572 | 425 | [
{
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"category": "Front-door",
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"segmentation": [
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Car damages 1358.png | 798 | 600 | [
{
"bbox": [
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"category": "Front-window",
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"segmentation": [
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Car damages 1629.png | 834 | 481 | [
{
"bbox": [
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],
"category": "Back-wheel",
"id": 1164153427,
"segmentation": [
[
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Car damages 781.png | 572 | 428 | [
{
"bbox": [
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],
"category": "Quarter-panel",
"id": 1267626789,
"segmentation": [
[
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Car damages 315.png | 797 | 600 | [
{
"bbox": [
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"category": "Back-wheel",
"id": 1164159052,
"segmentation": [
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Car damages 877.png | 573 | 431 | [
{
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"category": "Windshield",
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"segmentation": [
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Car damages 265.png | 797 | 599 | [
{
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"category": "Mirror",
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"segmentation": [
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Car damages 961.png | 575 | 425 | [
{
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Car damages 1485.png | 808 | 621 | [
{
"bbox": [
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"category": "Windshield",
"id": 1164152414,
"segmentation": [
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Car damages 1144.png | 841 | 508 | [
{
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"category": "Windshield",
"id": 1164159337,
"segmentation": [
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Car damages 761.png | 572 | 427 | [
{
"bbox": [
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],
"category": "Quarter-panel",
"id": 1265250581,
"segmentation": [
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152,
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166,
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Car damages 1475.jpg | 635 | 478 | [
{
"bbox": [
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],
"category": "Grille",
"id": 1164151721,
"segmentation": [
[
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550,
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Car damages 313.png | 797 | 600 | [
{
"bbox": [
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],
"category": "Back-wheel",
"id": 1164159037,
"segmentation": [
[
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197,
222,
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Car damages 1671.png | 836 | 627 | [
{
"bbox": [
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],
"category": "Front-window",
"id": 1164154649,
"segmentation": [
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Car damages 1345.png | 798 | 600 | [
{
"bbox": [
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],
"category": "Windshield",
"id": 1164150325,
"segmentation": [
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44... |
End of preview. Expand
in Data Studio
Car Part Damage (Parts)
Data format
Each example contains:
image: RGB image (Hugging FaceImagefeature; embedded so the viewer works)image_id: original filenamewidth: image width in pixelsheight: image height in pixelsannotations: list of detection objects (COCO-like), each with:id: integer object id from the annotation filecategory: car part label (string)bbox: [x_min, y_min, x_max, y_max] in absolute pixel coordinates (xyxy)segmentation: list of polygons, each polygon is a flat list[x1, y1, x2, y2, ...]in pixel coordinates.segmentation[0]is the exterior polygon; subsequent entries are holes if present.
Bounding boxes are derived from the exterior polygon by taking min/max of x and y.
Splits
train: 948 imagestest: 50 images
Labels
The part classes are: Back-bumper, Back-door, Back-wheel, Back-window, Back-windshield, Fender, Front-bumper, Front-door, Front-wheel, Front-window, Grille, Headlight, Hood, License-plate, Mirror, Quarter-panel, Rocker-panel, Roof, Tail-light, Trunk, Windshield.
Usage
from datasets import load_dataset
ds = load_dataset("moondream/car_part_damage", split="train")
print(ds[0]["annotations"][0]["bbox"]) # [x_min, y_min, x_max, y_max]
print(ds[0]["annotations"][0]["category"]) # part name
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