Image Datasets

Image Datasets & Photo Datasets

Image Datasets & Photo Datasets – Optimal image recognition training

Train your AI image recognition system with image datasets that are specially adapted to meet your requirements.

We can provide image datasets & photo datasets that are created by our Clickworkers based on your exact specifications.
Because of the capabilities of our international Clickworker crowd, we can deliver large quantities of the required image recognition datasets in a timely fashion, as well as extract and classify information from existing photo datasets.

Get in touch with us! +1 (415) 689-7781 +49 201 95971830

Image Datasets & Photo Datasets – Areas of Application

Creation of Image Datasets & Photo Datasets

Image Datasets

Your AI system must be trained with appropriate and model-specific image datasets & photo datasets to correctly recognize and assess images used for machine learning purposes. Acquiring this type of high-quality image recognition training data for non-monitored learning purposes is generally quite challenging and costly.

Through the work of our Clickworkers we provide a solution. Our global network of over 3.6 million Clickworkers is able to create image recognition datasets based on your needs. Those large image datasets can be used as training data for your image recognition system.

Our Clickworkers can take photos of:

  • Faces with various expressions
  • People engaged in multiple activities
  • Spaces
  • Stores
  • Objects
  • Plants
  • Animals
  • Handwritten text

The dynamic nature of our crowd ensures you obtaining authentic, representative and highly-diverse image datasets & photo datasets for the optimal AI training of your image recognition systems:

  • Large quantities of on-demand photo sets are delivered in a minimal amount of time
  • A wide range of photo data which include individuals, surroundings, objects, lighting conditions, time of day, indoor and outdoor shots, distances etc.
  • Images taken from any angle as well as 360° rotations
  • Serial shots
  • Photo shots and instantaneous transfer via the Clickworker app
  • Various photo formats: Horizontal or vertical, use of wide angle or telephoto lens, with or without flash
  • Quality checks of all image recognition datasets created

Extracting and Classifying Image Datasets & Photo Datasets

When training image recognition systems, it is essential to feed the system with information that are relevant to the individual training photos to ensure optimal results via the supervised learning method.

Image Annotation Services Semantic Segmentation

A classification of the images also helps you to filter your existing image datasets & photo datasets and employ only high-quality training data. The sets can be classified according to quality, content and category. Those filters ensures that your image recognition system is only trained with the best data, thus achieving optimized results:

  • Prompt acquisition of image & photo data information
  • Rapid quality filtering for large-scale quantities of image datasets & photo datasets
  • Commentary relevant to the image files
  • High-quality analysis of the content with human intellect
  • Access to a multitude of languages
  • Quality check

To implement this task, we can provide our extraction and classification services for image datasets & photo datasets.
Our Clickworkers view all of your image datasets & photo datasets in a minimal amount of time and extract the imagery information which is based on your requirements and important to the training and usage of the system. This data helps your system to correctly understand, classify and process the content, elements and situations obtained from the images.

The information extracted from the images include for example the objects and scenes, the number of people and their varying facial expressions. In addition, any visible text on the images can also be transcribed, therefore delivering even further value.

Clickworker App

With the Clickworker app (available for Android and iOS), our team can easily create image datasets & photo datasets from anywhere in the world and transmit them directly via the app.

Clickworker App Signin

Login

Clickworker App select task

Select Job

Clickworker App create image datasets & photo datasets

Take Photo

Clickworker App send photo image datasets

Upload Photo Data

Job opportunities for our Clickworkers to create image datasets & photo datasets are set-up according to your specific requirements. In your task form you can define the number of photos, the format, the camera or smartphone you want the Clickworkers to use. Also aspects like lens and flash setting requirements, as well as the series or live photo functions needed can be specified. Based on your request, every photo can also include relevant geo-data.

Managed Service «Image datasets & Photo datasets»

Your image recognition systems must be fed with an ample amount of model-specific image datasets & photo datasets to be able to correctly evaluate photos. Image recognition datasets that are accessible to the public are seldom sufficient. The large diversity and types of data needed for the AI model are also seldom available in large-scale quantities.

Working in close cooperation with you, we draw up a tailor-made project for the creation and/or extraction, as well as classification of image datasets & photo datasets and assign the tasks only to Clickworkers who meet the requirements of the project. Among others, the items we can filter include demography, smartphone-specific requirements or be based on the skills and knowledge of the Clickworkers in our crowd.

This results in a large number of suitable Clickworkers being readily available to begin work on your image recognition datasets project which is processed promptly and according to your specifications.
We supervise and handle the entire project management, quality management, as well as the payment to the Clickworkers.

Our managed image datasets & photo datasets service guarantees prompt, high-quality training data that is adapted to meet the specifications of your model and designed to effectively train the algorithms of your image recognition system to ensure its faultless operation.

Supplementary Solutions for our Services «Image Datasets & Photo Datasets»

Image annotation as training data for machine learning

With this service, you can add additional information to your image datasets & photo datasets and have them quickly annotated. Our Clickworkers mark image elements with bounding boxes, polygons or key points, carry out pixel accurate semantic segmentation and label or tag the marked areas.

Image Annotation – More

Audio datasets for training your speech recognition systems

Use this service to acquire the appropriate audio datasets & voice datasets for training your speech recognition system. The diverse nature of our crowd guarantees a wide range of speech patterns, pronunciations, intonations and tone quality.

Audio Datasets – More

Video datasets as training data for computer vision models

This service provides the obtaining of video data sets. Amongst others these sets can include videos of objects, animals, individuals in action and much more. Based on your model and the planned use of your system, you can obtain optimal training data for your system.

Video Datasets – More

FAQs on Image Recognition Datasets by clickworker

Find answers to the most frequently asked questions on image recognition datasets and on our solution at clickworker.
For any further questions do not hesitate to contact our Service Team.

What is Image Recognition?

Image recognition is a process by which computer software can identify an image and extract data from it, typically in order to perform some form of automated or semi-automated analysis. An image recognition dataset is a list of images that have been given tags so they can be analyzed for particular categories.

Why is photo data and large image datasets needed for Image Recognition Training?

• Image recognition training is a process of teaching AI to identify patterns, objects and features within images.
• Machine learning techniques are used in image recognition training which enable AI to learn over time.
• Large image datasets and photo data are needed for image recognition training because they provide more opportunities to train models.

What are image classification datasets?

A dataset for image classification is a computerized database that contains examples of images and the class labels with which they are classified. Image recognition software can use these datasets to recognize similar images.