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.
Photo Data Sets / Image Data Sets – Areas of Application
Creation of 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 2.2 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:
Faces with various expressions
People engaged in multiple activities
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:
Large quantities of on-demand photo data are delivered in a minimal amount of time
A wide range of photos 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
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
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:
Prompt acquisition of image information
Rapid quality filtering for large-scale quantities of photo data sets
Commentary relevant to the image files
High-quality analysis of the content with human intellect
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.
Upload Photo Data
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.
Managed Service «Photo Data Sets / Image Data Sets»
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.
Supplementary Solutions for our Services
«Photo Data Sets»
Image annotation as training data for machine learning
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.
Audio data sets for training your speech recognition systems
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.
Video data sets 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.
Image Recognition Training Data – Google FAQ Snippets
What are Image Recognition Training Data?
Image Recognition Training Data consist of images or videos. They are used to train computer vision models to recognize and understand the content of images and videos.
What data can an Image Recognition Training Data Set consist of?
An Image Recognition Training Data Set can contain the following types of data:
Images of objects – labeled or unlabeled
Portrait photos – annotated or not annotated
Photos of faces with different facial expressions
Photos of people depicted from head to toe
Photos of people in action
Photos of rooms
Photos of traffic situations annotated or not annotated
Videos of people in action
Videos of road traffic
Videos of animals in motion
and many more
Basically, the images can be taken in different lighting conditions and the objects can be shot from different perspectives – Depending on the requirements of the computer vision system to be trained.
How can I get an Image Recognition Training Data Set?
You can produce the images yourself, you can buy an already existing standard data set from corresponding providers or you can assign a crowdsourcing provider such as clickworker to create a new dataset for you that meets exactly your system's requirements.
What is image recognition?
With the help of image recognition, software is able to identify objects, places, people, writing and actions in images.
Image recognition is used for many applications like e.g. identifying biometric features through face recognition, hand recognition and eye recognition for the identification of persons, object recognition for augmented reality and for location-based services, goods control and printing technology, traffic sign recognition and much more.
Cookies are small text files that are cached when you visit a website to make the user experience more efficient.
We are allowed to store cookies on your device if they are absolutely necessary for the operation of the site. For all other cookies we need your consent.
You can at any time change or withdraw your consent from the Cookie Declaration on our website. Find the link to your settings in our footer.
Strictly Necessary Cookies
Necessary cookies help make a website usable by enabling basic functions like page navigation and access to secure areas of the website. The website cannot properly without these cookies.
If you disable this cookie, we will not be able to save your preferences. This means that every time you visit this website you will need to enable or disable cookies again.
Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as additional cookies.
Please enable Strictly Necessary Cookies first so that we can save your preferences!