Computer Vision simulates the human capability of perceiving the environment, differentiating between various objects and naming them with a certain probability. These days almost exclusively artificial neuronal networks are used. Based upon the labelled training data sets, these networks learn to recognise various objects from all possible perspectives. This training is one of the main problems in the Computer Vision Division.
Similarly to the human who can already differentiate between various objects as a child, a neuronal network requires gigantic data sets in order to identify an object with a high probability. Therefore, more and more companies are relying on artificially-generated data sets in order to train their neuronal networks. For image recognition, today, primarily convolutional neural networks (CNN) are used. They are able to generate information from image data. However, these networks are not able to correlate the image data chronologically. Thus, in order to evaluate video material, one uses recurring neural networks (RNN) which can correlate various frames with each other.
Owing to the enormous progress in this field, it is today not just possible to place a box around an object in the image (object detection), but rather to categorise each pixel from an image to an object (semantic divisioning). In this case, fully-convolutional networks (FCN) are used. Mask R-CNN goes still one step further. It breaks down image data into their most-fundamental blocks and is thus able, for example, to differentiate between all individual persons in a group of persons.
Computer Vision is probably one of the most exciting fields in Artificial Intelligence. Analogous to the human sense of vision, a computer learns to automatically find, process and interpret useful information in photos or video materials. Particularly by using neuronal networks and the advances in Deep Learning, more and more companies are relying on Computer Vision in order to solve a wide array of problems. A technology driver is the automobile industry which requires the technology in order to develop self-driving cars. But also in quality assurance at production companies or the inspection of industrial facilities, etc., Computer Vision is already being used today.
If you're ready to take your Computer Visions to the next level, get in touch with PALTRON. We have an exclusive network of more then 770.000, and can guarantee we will find you the Computer Vision Expert to perfectly suit your company and your goals. Get in touch today to start the search!
"We are very happy that we have found you as a partner and we always get positive feedback about you from the candidates. Your recruiters do a great job!"
Human Resources Manager
"Thanks to the expertise and the first-class network, we have already been able to fill several important roles for digital advancement at our company with PALTRON."
Business Transformation Manager
"Headhunting for the first time, we chose PALTRON from several potential service providers. The communication had an exceptional level of detail from the beginning. In addition, the transparent process and reliable accessibility on the part of PALTRON kept us up to date at all times. As a result, we were able to successfully fill a key position in a short time."
"A big THANK YOU to the PALTRON team: even after half a year we are extremely satisfied with our IT project and business process manager, whom we would not have found without your help. The communication and support from PALTRON was fantastic and the regular, mutual exchange was extremely enriching! We'll be back for the next role!"
"We were determined not to settle for anything less than the ideal candidates for these roles and were very pleased that we had a recruitment partner that was also not prepared to settle for anything less than ideal. The approach to identify, screen, prepare and present the right candidates was thorough, transparent and efficiently managed throughout. I would not hesitate to call on PALTRON in future."
"With PALTRON, we were able to recruit an IT security manager within a few weeks. We were able to find our new employee among the first set of candidates presented. Many thanks to Oliver Mantau and his team for their cooperation."
Chief Technical Officer & Co-Founder
"Thanks to the outstanding expertise and fantastic support of the PALTRON team, we were able to hire two crucial IT experts within a few months."
Talent Acquisition & Recruiting Specialist
"Thanks to their expertise and the first-class candidates provided, we were able to win two technical project leads for us within just a few months."
Chief Executive Office
With PALTRON, we have sought and found our new IT manager. Thanks to PALTRON's modern approach we were presented with really good candidates in a very short time. I particularly appreciated the communication with the team and the friendly manner in which PALTRON's employees were treated.
Head of Personnell Hitschler International GmbH & Co. KG
"Thanks to the professional support from PALTRON we were able to find our Product Owner in a very short time. Due to the targeted search we only had candidates with very suitable profiles to choose from."
Gründer & Geschäftsführer Blitz + Donner GmbH
"LetMeShip was able to successfully fill the position of CTO to take the next step in the company's development. PALTRON's support in the search and acquisition process was always strong and the approach was holistic. High-quality candidates were always added to the pipeline, the exchange was professional, open, constructive and always in the spirit of LetMeShip. Recommended without reservation!"
COO ITA Shipping GmbH
With the help of PALTRONs recruiting experts, we were able to successfully fill several challenging roles in our digitalization, IT and purchasing departments. The collaboration was always characterized by very good advice, open communication and maximum transparency. We are looking forward to the next joint projects with PALTRON!
Deputy personnel manager
With the professional support of PALTRON GmbH, we were able to fill an important position in the IT area and are even happy about an additional placement with a great candidate. The good cooperation was characterized by fast, goal-oriented communication at eye level and very good consulting services. We are happy to recommend PALTRON's recruiting experts.
Teamlead Employer Branding, Recruiting & Persönlichkeitsentwicklung
How can we support you? Contact us for a free, non-binding consultation.