problems.yaml

domains:
- title: Object Detection
  problems:
  - title: Custom Object Detection
    description:  >-
      Custom object detection is a computer technology being used in a variety of applications
      that identifies custom object in digital images. You need to define your set of detection classes.
    subtitle: Detecting custom objects in digital images
    type: generic
  - title: Face Detection
    description:  >-
      Face detection is a computer technology being used in a variety of applications
      that identifies human faces in digital images. Face detection can be regarded as
      a specific case of object-class detection.
    imagesUrls:
    - https://cdn.datafloq.com/cache/blog_pictures/878x531/face-detection-with-intel-distribution-for-python.png
    - https://hackernoon.com/drafts/9145e3n15.png
    - https://www.pymnts.com/wp-content/uploads/2019/06/biometrics-GAO-FBI-facial-recognition.jpg
    - https://s.marketwatch.com/public/resources/images/MW-HQ875_Face_ZH_20190906235240.jpg
    - https://d1t0xk6rn1avc6.cloudfront.net/wp-content/uploads/facial-750x450.jpg
    subtitle: Detecting faces in digital images
    cvat_schema: '[{"name": "face", "attributes":[]}]'
  - title: Horizontal Text Detection
    description:  >-
      Text detection is a computer technology being used in a variety of applications
      that finds every word in digital images. Text detection can be regarded as
      a specific case of object-class detection.
    imagesUrls:
    - https://miro.medium.com/max/1026/1*Bc-C54f2E0YwIrAfsZ8ZVQ.png
    - https://i.stack.imgur.com/j49si.jpg
    - https://docs.openvinotoolkit.org/latest/text-detection-0004.png
    subtitle: Detecting words in digital images
    cvat_schema: '[{"name": "text", "attributes":[]}]'
  - title: Person Detection
    description:  >-
      Person detection is a computer technology being used in a variety of applications
      that identifies human in digital images. Person detection can be regarded as
      a specific case of object-class detection.
    imagesUrls:
    - https://raw.githubusercontent.com/opencv/open_model_zoo/develop/models/intel/person-detection-0100/description/person-detection-0100.png
    subtitle: Detection persons in digital images
    cvat_schema: '[{"name": "person", "attributes":[]}]'
  - title: Person Vehicle Bike Detection
    description:  >-
      Vehicle, person, bike detection is a computer technology being used in a variety of applications
      that identifies vehicles, persons, bikes in digital images. Vehicle, person, bike detection can be regarded as
      a specific case of object-class detection.
    imagesUrls:
    - https://raw.githubusercontent.com/opencv/open_model_zoo/develop/models/intel/person-vehicle-bike-detection-crossroad-1016/description/person-vehicle-bike-detection-crossroad-1016.png
    subtitle: Detecting vehicles, persons, bikes in digital images
    cvat_schema: '[{"name": "vehicle", "attributes":[]}, {"name": "person", "attributes":[]}, {"name": "non-vehicle", "attributes":[]}]'
  - title: Vehicle Detection
    description:  >-
      Vehicle detection is a computer technology being used in a variety of applications
      that identifies vehicles in digital images. Vehicle detection can be regarded as
      a specific case of object-class detection.
    imagesUrls:
    - https://raw.githubusercontent.com/opencv/open_model_zoo/develop/models/intel/vehicle-detection-adas-0002/description/vehicle-detection-adas-0002.png
    subtitle: Detecting vehicles in digital images
    cvat_schema: '[{"name": "vehicle", "attributes":[]}]'
- title: Action Recognition
  problems:
  - title: Custom Action Recognition
    description:  >-
      Action recognition is a computer technology being used in a variety of applications
      that carry outs video stream classification.
    subtitle: Recognizing gestures in live video streams
    cvat_schema: '[]'
  - title: Gesture Recognition
    description:  >-
      Gesture recognition is a computer technology being used in a variety of applications
      that carry outs video stream classification.
    subtitle: Recognizing gestures in live video streams
    cvat_schema: '[]'
- title: Instance Segmentation
  problems:
  - title: COCO Instance Segmentation
    description:  >-
      Instance segmentation is a computer technology being used in a variety of
      applications that identifies objects including its contours in digital images.
    subtitle: Instance segmentation in digital images
    cvat_schema: '[]'
  - title: Custom Instance Segmentation
    description:  >-
      Custom instance segmentation is a computer technology being used in a variety of
      applications that identifies every pixel of custom objects in digital images.
      You need to define your set of classes to detect.
    subtitle: Instance segmentation of custom objects in digital images
    type: generic