Computer Vision Datasets for Object Detection in AI & Machine Learning
To understand the scenario around the world, machines utilize computer vision technology. The AI models developed through machine learning need a huge volume of computer vision training data to detect, identify, classify and track the various objects. Cogito is adept at generating high-quality training datasets for machine learning-based AI models developed through computer vision.
Computer Vision for Object Detection
Computer vision (CV) is used to detect objects visible in an image or a video. In order to do so, the most popular image annotation technique – bounding box annotation is used. It helps to locate the objects that are placed in a given scene/video. Object detection is different from object recognition which only assigns a label to an image.
Computer Vision for Object Tracking
Object tracking is another discipline within computer vision that aims to track moving objects in any videos. Here, objects refer to people, animals, vehicles and other objects of interest visible in natural surroundings. Bounding box annotation draws frame-by-frame on moving object in the videos and helps computer vision-based machines to track them.
Data Annotation for Computer Vision
From object detection to track for computer vision, everything is possible for a machine with data annotation services offered by Cogito. We provide adequate inputs for an accurate understanding of the visual world. Ensuring detailed and precisely annotated images/videos to improve the performance of your model.
Image Annotation Solution
With wide-ranging and most popular data labeling techniques, Cogito provides a complete image annotation solution to produce data sets for computer vision training. We are render advance and intuitive image annotation services for all types of computer vision-based AI developed models such as self-driving cars, drones, AI security cameras, robotics etc.
Video Annotation Solution
Make your AI model capable to track the moving objects in the video with clear-cut video datasets. Our video annotation empowers in-depth visual perception for autonomous vehicles, drones, and robots. We use AI-powered tools to convert your video into a sequence of images and produce high-quality training data for machine learning.
Image Annotation Types & Techniques for Computer Vision
Any kind of customized image annotation for varied objects in diverse fields for computer vision.
Computer Vision Use Cases
With the widespread use and innovation of Computer Vision in AI. We bridge gaps, by making data accessible and available altered to your specific needs. We provide our clients with the one-stop resolution for high-quality datasets for computer vision in the areas of healthcare, retail, agro, and many more as cited below.
Computer Vision Training Datasets for Machine Learning & Deep Learning
Computer Vision in Artificial Intelligence is playing a crucial role in detecting and tracking numerous objects. Even for autonomous vehicles, the ability to recognize the objects that come across the street increases safety not only on busy roads but also in an accident-prone area. At Cogito, we enable Image and video annotation to generate the right training data to suit not only your needs but to make you more flexible with extra efficiency.