diff --git a/site/content/en/docs/manual/advanced/formats/format-camvid.md b/site/content/en/docs/manual/advanced/formats/format-camvid.md index 1f5c81c2a3f47481afee04263f27800af0eb43bb..1485188a5bc6277f0f332380d1ff0a89d97297c3 100644 --- a/site/content/en/docs/manual/advanced/formats/format-camvid.md +++ b/site/content/en/docs/manual/advanced/formats/format-camvid.md @@ -5,6 +5,8 @@ weight: 10 # [CamVid](http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/camvid_dataset) + ## CamVid export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-cityscapes.md b/site/content/en/docs/manual/advanced/formats/format-cityscapes.md index 462c18d72d72fbf547ff3130b190a349d22c5ddf..28f51801e694b1edcb1790992d8b0ff07342b839 100644 --- a/site/content/en/docs/manual/advanced/formats/format-cityscapes.md +++ b/site/content/en/docs/manual/advanced/formats/format-cityscapes.md @@ -6,6 +6,7 @@ weight: 16 # [Cityscapes](https://www.cityscapes-dataset.com/login/) - [Format specification](https://github.com/mcordts/cityscapesScripts#the-cityscapes-dataset) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/cityscapes_dataset) - Supported annotations diff --git a/site/content/en/docs/manual/advanced/formats/format-coco.md b/site/content/en/docs/manual/advanced/formats/format-coco.md index f7639bd0bb5eac06c6394746d765b72f0cb145d0..fc37f8b778d461fd24a1c754bf37c26348803b33 100644 --- a/site/content/en/docs/manual/advanced/formats/format-coco.md +++ b/site/content/en/docs/manual/advanced/formats/format-coco.md @@ -6,10 +6,33 @@ weight: 5 # [MS COCO Object Detection](http://cocodataset.org/#format-data) - [Format specification](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/coco_dataset) ## COCO export -Downloaded file: a zip archive with the structure described [here](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/#import-coco-dataset) +Downloaded file: a zip archive with the structure described [here](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html#import-coco-dataset) + +``` +archive.zip/ +├── images/ +│ ├── train/ +│ │ ├── +│ │ ├── +│ │ └── ... +│ └── val/ +│ ├── +│ ├── +│ └── ... +└── annotations/ + ├── _.json + └── ... +``` + +If the dataset is exported from a Project, the subsets are named the same way as they are named +in the project. In other cases there will be a single `default` subset, containing all the data. +The `` part corresponds to one of the COCO tasks: `instances`, `person_keypoints`, +`panoptic`, `image_info`, `labels`, `captions`, `stuff`. There can be several annotation +files in the archive. - supported annotations: Polygons, Rectangles - supported attributes: @@ -21,7 +44,7 @@ Downloaded file: a zip archive with the structure described [here](https://openv - `score` (number) - the annotation `score` field - arbitrary attributes - will be stored in the `attributes` annotation section -Support for COCO tasks via Datumaro is described [here](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/#export-to-other-formats) +Support for COCO tasks via Datumaro is described [here](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html#export-to-other-formats) For example, [support for COCO keypoints over Datumaro](https://github.com/openvinotoolkit/cvat/issues/2910#issuecomment-726077582): 1. Install [Datumaro](https://github.com/openvinotoolkit/datumaro) @@ -35,19 +58,20 @@ keypoint lists (without the `visibility` COCO flag). ## COCO import -Uploaded file: a single unpacked `*.json` or a zip archive with the structure described -[here](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/#import-coco-dataset) +Uploaded file: a single unpacked `*.json` or a zip archive with the structure described above or +[here](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html#import-coco-dataset) (without images). - supported annotations: Polygons, Rectangles (if the `segmentation` field is empty) +- supported tasks: `instances`, `person_keypoints` (only segmentations will be imported), `panoptic` # [MS COCO Keypoint Detection](https://cocodataset.org/#keypoints-2020) -- [Format specification](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/) +- [Format specification](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html) ## COCO export -Downloaded file: a zip archive with the structure described [here](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/#import-coco-dataset) +Downloaded file: a zip archive with the structure described [here](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html#import-coco-dataset) - supported annotations: Skeletons - supported attributes: @@ -62,14 +86,14 @@ Downloaded file: a zip archive with the structure described [here](https://openv ## COCO import Uploaded file: a single unpacked `*.json` or a zip archive with the structure described -[here](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/#import-coco-dataset) +[here](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html#import-coco-dataset) (without images). - supported annotations: Skeletons ## How to create a task from MS COCO dataset -1. Download the [MS COCO dataset](https://openvinotoolkit.github.io/datumaro/docs/formats/coco/#import-coco-dataset). +1. Download the [MS COCO dataset](https://openvinotoolkit.github.io/datumaro/latest/docs/data-formats/formats/coco.html#import-coco-dataset). For example `val images` and `instances` annotations diff --git a/site/content/en/docs/manual/advanced/formats/format-cvat.md b/site/content/en/docs/manual/advanced/formats/format-cvat.md index f8c28286512545815ae9f5a369f4e3377f7646de..e91e89b3b2d3ef9cffe3021b42015e0769369d14 100644 --- a/site/content/en/docs/manual/advanced/formats/format-cvat.md +++ b/site/content/en/docs/manual/advanced/formats/format-cvat.md @@ -5,6 +5,9 @@ weight: 1 # CVAT +- [Format specification](/docs/manual/advanced/xml_format/) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/cvat_dataset) + This is the native CVAT annotation format. It supports all CVAT annotations features, so it can be used to make data backups. @@ -16,8 +19,6 @@ features, so it can be used to make data backups. - attributes are supported -- [Format specification](/docs/manual/advanced/xml_format/) - ## CVAT for images export Downloaded file: a ZIP file of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-icdar.md b/site/content/en/docs/manual/advanced/formats/format-icdar.md index 43d187d79d4295c6da65f197c6a6a5aca816da5a..c558ba76805ba5d0e2e0978f5e7a0da2a18fc05e 100644 --- a/site/content/en/docs/manual/advanced/formats/format-icdar.md +++ b/site/content/en/docs/manual/advanced/formats/format-icdar.md @@ -5,6 +5,8 @@ weight: 14 # [ICDAR13/15](https://rrc.cvc.uab.es/?ch=2) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/icdar_dataset) + ## ICDAR13/15 export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-imagenet.md b/site/content/en/docs/manual/advanced/formats/format-imagenet.md index 4f6ac12b1a22cc445fae50e06f6e3299a66bd88e..85d7533d8f006062729bac37435675a1dda62263 100644 --- a/site/content/en/docs/manual/advanced/formats/format-imagenet.md +++ b/site/content/en/docs/manual/advanced/formats/format-imagenet.md @@ -5,6 +5,8 @@ weight: 9 # [ImageNet](http://www.image-net.org) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/imagenet_dataset) + ## ImageNet export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-kitti.md b/site/content/en/docs/manual/advanced/formats/format-kitti.md index b90f91ae94a8a1b291f26883536656d341aeec00..06ace2998232cf68b497fc837dcd1287369f422f 100644 --- a/site/content/en/docs/manual/advanced/formats/format-kitti.md +++ b/site/content/en/docs/manual/advanced/formats/format-kitti.md @@ -7,6 +7,7 @@ weight: 17 - [Format specification for KITTI detection](https://s3.eu-central-1.amazonaws.com/avg-kitti/devkit_object.zip) - [Format specification for KITTI segmentation](https://s3.eu-central-1.amazonaws.com/avg-kitti/devkit_semantics.zip) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/kitti_dataset) - supported annotations: diff --git a/site/content/en/docs/manual/advanced/formats/format-labelme.md b/site/content/en/docs/manual/advanced/formats/format-labelme.md index b4262f2551224832badec75edee771f22fd4c4d3..42a0a699e718f7b5902db02e00b22d6a1249a7de 100644 --- a/site/content/en/docs/manual/advanced/formats/format-labelme.md +++ b/site/content/en/docs/manual/advanced/formats/format-labelme.md @@ -5,6 +5,8 @@ weight: 2 # [LabelMe](http://labelme.csail.mit.edu/Release3.0) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/labelme_dataset) + ## LabelMe export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-lfw.md b/site/content/en/docs/manual/advanced/formats/format-lfw.md index fc2f75bb2eefd2dd30ed17a67533d967ad5acc49..9e2b44fd0243c3df4e47e10777fbf3c29620abef 100644 --- a/site/content/en/docs/manual/advanced/formats/format-lfw.md +++ b/site/content/en/docs/manual/advanced/formats/format-lfw.md @@ -5,7 +5,8 @@ weight: 17 # [LFW](http://vis-www.cs.umass.edu/lfw/) -- Format specification available [here](http://vis-www.cs.umass.edu/lfw/README.txt) +- [Format specification](http://vis-www.cs.umass.edu/lfw/README.txt) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/lfw_dataset) - Supported annotations: tags, points. diff --git a/site/content/en/docs/manual/advanced/formats/format-market1501.md b/site/content/en/docs/manual/advanced/formats/format-market1501.md index 42a03d670bde143ff2fbc8b6cac0d93996e7c135..241f248b663af26f519a3810571300f71d898a74 100644 --- a/site/content/en/docs/manual/advanced/formats/format-market1501.md +++ b/site/content/en/docs/manual/advanced/formats/format-market1501.md @@ -5,6 +5,8 @@ weight: 13 # [Market-1501](https://www.aitribune.com/dataset/2018051063) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/market1501_dataset) + ## Market-1501 export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-mot.md b/site/content/en/docs/manual/advanced/formats/format-mot.md index 1e6ce4175333b1f432a882e5f1ad441ee9f965f8..58524375b63d626e3c0d6687b569e6d72b4d2b8a 100644 --- a/site/content/en/docs/manual/advanced/formats/format-mot.md +++ b/site/content/en/docs/manual/advanced/formats/format-mot.md @@ -5,6 +5,8 @@ weight: 3 # [MOT sequence](https://arxiv.org/pdf/1906.04567.pdf) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/mot_dataset) + ## MOT export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-mots.md b/site/content/en/docs/manual/advanced/formats/format-mots.md index df0a69969d8da0934d8002ec1bb52273825280de..9a4952bdfbb31e9c06b40b561498b825837ddcd3 100644 --- a/site/content/en/docs/manual/advanced/formats/format-mots.md +++ b/site/content/en/docs/manual/advanced/formats/format-mots.md @@ -5,6 +5,8 @@ weight: 4 # [MOTS PNG](https://www.vision.rwth-aachen.de/page/mots) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/mots_dataset) + ## MOTS PNG export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-openimages.md b/site/content/en/docs/manual/advanced/formats/format-openimages.md index dc238b472f9a3d61f25c9d909aeb831a2a185099..b80494dca12213b7eb4af467b102d4183a52eed7 100644 --- a/site/content/en/docs/manual/advanced/formats/format-openimages.md +++ b/site/content/en/docs/manual/advanced/formats/format-openimages.md @@ -6,6 +6,7 @@ weight: 15 # [Open Images](https://storage.googleapis.com/openimages/web/index.html) - [Format specification](https://storage.googleapis.com/openimages/web/download.html) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/open_images_dataset) - Supported annotations: diff --git a/site/content/en/docs/manual/advanced/formats/format-tfrecord.md b/site/content/en/docs/manual/advanced/formats/format-tfrecord.md index 7cbbbf6bcf535bc356f6e5915c768ada5b31061a..b01950ab992f7a1e106eb6cddf5a3008a965adba 100644 --- a/site/content/en/docs/manual/advanced/formats/format-tfrecord.md +++ b/site/content/en/docs/manual/advanced/formats/format-tfrecord.md @@ -5,6 +5,8 @@ weight: 8 # [TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/tf_detection_api_dataset) + TFRecord is a very flexible format, but we try to correspond the format that used in [TF object detection](https://github.com/tensorflow/models/tree/master/research/object_detection) diff --git a/site/content/en/docs/manual/advanced/formats/format-vggface2.md b/site/content/en/docs/manual/advanced/formats/format-vggface2.md index d9c8665dc5c746ec51984311579289f5f9b85d6e..da32c6872715710c867036961474793dac3c61c9 100644 --- a/site/content/en/docs/manual/advanced/formats/format-vggface2.md +++ b/site/content/en/docs/manual/advanced/formats/format-vggface2.md @@ -5,6 +5,8 @@ weight: 12 # [VGGFace2](https://github.com/ox-vgg/vgg_face2) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/vgg_face2_dataset) + ## VGGFace2 export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-voc.md b/site/content/en/docs/manual/advanced/formats/format-voc.md index f735d3900b3e9f7b17a47028c6aedf16480672df..9703b9d2c8b3eef1bea894c2fcc806e93143cc30 100644 --- a/site/content/en/docs/manual/advanced/formats/format-voc.md +++ b/site/content/en/docs/manual/advanced/formats/format-voc.md @@ -6,12 +6,13 @@ weight: 6 # [Pascal VOC](http://host.robots.ox.ac.uk/pascal/VOC/) - [Format specification](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/devkit_doc.pdf) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/voc_dataset) - supported annotations: - - Rectangles (detection and layout tasks) - - Tags (action- and classification tasks) - - Polygons (segmentation task) + - Rectangles (`detection` and `layout` tasks) + - Tags (`action-` and `classification` tasks) + - Polygons (`segmentation` task) - supported attributes: diff --git a/site/content/en/docs/manual/advanced/formats/format-widerface.md b/site/content/en/docs/manual/advanced/formats/format-widerface.md index e5c5dd33d34df8fbdb910613e8ebe7f27af52072..36be8290d48925e1fa7975cbfcb02d9c9544b180 100644 --- a/site/content/en/docs/manual/advanced/formats/format-widerface.md +++ b/site/content/en/docs/manual/advanced/formats/format-widerface.md @@ -5,6 +5,8 @@ weight: 9 # [WIDER Face](http://shuoyang1213.me/WIDERFACE/) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/widerface_dataset) + ## WIDER Face export Downloaded file: a zip archive of the following structure: diff --git a/site/content/en/docs/manual/advanced/formats/format-yolo.md b/site/content/en/docs/manual/advanced/formats/format-yolo.md index edc773f3ad2bf6995cd189e8bd40cf6a42c5d27d..9fdcef9a8e9c17b362226fa6e7b94d1fe3fd768f 100644 --- a/site/content/en/docs/manual/advanced/formats/format-yolo.md +++ b/site/content/en/docs/manual/advanced/formats/format-yolo.md @@ -6,6 +6,7 @@ weight: 7 # [YOLO](https://pjreddie.com/darknet/yolo/) - [Format specification](https://github.com/AlexeyAB/darknet#how-to-train-to-detect-your-custom-objects) +- [Dataset examples](https://github.com/cvat-ai/datumaro/tree/v0.3/tests/assets/yolo_dataset) - supported annotations: Rectangles ## YOLO export