Photo / Image Data Sets – Optimal image recognition training
Train your AI image recognition system with photo data sets that are specially adapted to meet your requirements.
We can provide data sets that are developed 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 AI training data in a timely fashion, as well as extract and classify information from existing photo data sets.
Your AI system must be trained with appropriate and model-specific photo data sets to correctly recognize and assess images used for machine learning purposes. Acquiring this type of high-quality 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 1.8 million Clickworkers is able to create photo data sets based on your needs. Those sets can be used as training data for your image recognition system.
Our Clickworkers can take photos of:
The dynamic nature of our crowd ensures you obtaining authentic, representative and highly-diverse training data for the optimal AI training of your image recognition systems:
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.
To implement this task, we can provide our extraction and classification services for photo data sets.
Our Clickworkers view all of your photo data sets 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.
A classification of the images also helps you to filter your existing photo data sets 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:
With the Clickworker app (available for Android and iOS), our team can easily create photo data sets from anywhere in the world and transmit them directly via the app.
Job opportunities for our Clickworkers to create photos 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.
Your image recognition systems must be fed with an ample amount of model-specific photo data sets to be able to correctly evaluate photos. Data sets 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 photo data sets 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 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 photo data sets 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.
With this service, you can add additional information to your photo data sets 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.
Use this service to acquire the appropriate audio data sets for training your speech recognition system. The diverse nature of our crowd guarantees a wide range of speech patterns, pronunciations, intonations and tone quality.
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.