https://www.loom.com/share/c0cc6ecfdbf146c8ac74624fd87770f9

labelme - UI for annotating images:

GitHub - wkentaro/labelme: Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

This repo was successful for me to annotate and had clear instructions.

Screenshot of labelme application, making polygon shapes out of the image and then assigning them to a label

Screenshot of labelme application, making polygon shapes out of the image and then assigning them to a label

Setup is long, as is with most ML endeavours. I started off with labelling 5 images, took me about 10-15 minutes each. I wanted to create a test of just a few samples. Converting the labelled json files into the appropriate COCO format proved difficult.

https://www.loom.com/share/3a1878ceaa2b4048a98f84beb56d1e92

the labelme2coco script kept on failing and generating an empty COCO file. Pretty frustrating because the ‘example’ would run correctly. Through my human eye, it seemed like there was no glaring differences. However, because I don’t have expertise knowledge of the COCO dataset format, I could have been adding categories or IDs that were not working. Also, it could just be glitchy.

Here I’ll give you an example of an image the repo provided, plus the json file on the right. Below, I’ll give you my own annotated image and the corresponding json file. Do you see what I could be doing wrong?

FYI I have removed many labels for clarity. My image was triple the size of the example image (too complex).

My image + json file

{
  "version": "5.0.1",
  "flags": {},
  "shapes": [
    {
      "label": "slide",
      "points": [
        
        [
          387.0821917808219,
          292.1917808219178
        ],
        [
          381.6027397260274,
          273.013698630137
        ],
        [
          354.8904109589041,
          259.3150684931507
        ],
        [
          345.3013698630137,
          243.56164383561645
        ],
        [
          340.5068493150685,
          230.54794520547944
        ],
        [
          328.86301369863014,
          230.54794520547944
        ],
        [
          315.8493150684932,
          231.2328767123288
        ]
      ],
      "group_id": null,
      "shape_type": "polygon",
      "flags": {}
    },
    {
      "label": "climber",
      "points": [
        [
          254.1303040427664,
          228.4931506849315
        ],
        [
          312.34948212495823,
          229.17808219178085
        ],
        [
          307.554961577013,
          305.2054794520548
        ],
        [
          238.3768793852322,
          303.83561643835617
        ]
      ],
      "group_id": null,
      "shape_type": "polygon",
      "flags": {}
    }
  ],
  "imagePath": "playground-0ac236a3fa956852b2b80f361a8958e12f06bf41bcde9ed531ddf892282883a3.jpg",
  "imageData": "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",
  "imageHeight": 480,
  "imageWidth": 640
}

playground-0ac236a3fa956852b2b80f361a8958e12f06bf41bcde9ed531ddf892282883a3.jpg

Example image + json file

{
  "version": "4.0.0",
  "flags": {},
  "shapes": [
    {
      "label": "bus",
      "points": [
        [
          395.936170212766,
          51.33306055646483
        ],
        [
          338.936170212766,
          26.33306055646483
        ]
      ],
      "group_id": null,
      "shape_type": "polygon",
      "flags": {}
    },
    {
      "label": "bus",
      "points": [
        [
          88.93617021276599,
          115.56382978723406
        ]
      ],
      "group_id": null,
      "shape_type": "polygon",
      "flags": {}
    },
    {
      "label": "car",
      "points": [
        [
          413.936170212766,
          168.94844517184944
        ],
        [
          497.936170212766,
          168.94844517184944
        ]
      ],
      "group_id": null,
      "shape_type": "polygon",
      "flags": {}
    }
  ],
  "imagePath": "2011_000025.jpg",
  "imageData": null,
  "imageHeight": 375,
  "imageWidth": 500
}

2011_000025.jpg

The only big difference I can see is that there is no imageData property in the example image. The imageData is null on the example, but on my image it has a randomly generated code/key it looks like. I REALLY want to come back to this because its an issue that I’m sure can be fixed.