High quality training data for AI, ML & Computer Vision
COMPANY
NeuralMarker is an accurate
Deep Learning model based in Bengaluru, India, that can work in real-world scenarios.
INDUSTRY
Information Technology
TECHNOLOGIES USED
- Front End: Vieu.js
- Database: AWS RDS
- Back End: Node JS, Python
- Storage: Amazon S3 bucket
PRODUCT ( NeuralMarker ) OVERVIEW
NeuralMarker is an accurate Deep Learning model that can work in real-world scenarios.
NeuralMarker has been built using the expertise of world-renowned AI experts who have
experience in developing several production-grade AI models.
THE PROBLEM
To build a CMS to support and manage AI Assisted labeling annotation and training platform to Speed up Annotations for Object Detection, Segmentation, Keypoints or OCR.
Digiprima had taken on the challenge of building a Single platform for Annotators, Annotation Managers, and Data Scientists.
In short, a portal needed to be developed so that customers can:
- Upload the images.
- Build Automated Active Learning pipelines
- With Built-in AI Models deliver high quality AI models and save 100s of hours
The Solution
Build advanced tools to
ensure the quality and speed of training data delivery. With this tool, Annotators can
create complex Annotations using Advanced Tools such as SuperPixel much more easily.
The following are the key features for Annotators:
- Fast Annotation
- Low Latency
- KeyBoard shortcuts
- Easily Accessible Instructions
- Self Review Annotations
Objectives achieved
- Fast Annotation
- Low Latency
- KeyBoard shortcuts
- Easily Accessible Instructions
- Self Review Annotations
Customer Testimony
We are still in the early stages of marketing our product and offering it to our customers. It's been up and running relatively bug-free for about a year now. There has been no problem in his work and this is a good sign. We were able to work closely with DigiPrima Technologies. DigiPrima Technologies will show us the updates and improvements they make and request from us. His process was on top of things, especially with regards to the schedule. I was very pleased with his project management skills.
Data Annotation for Computer Vision Overview
Precautions when choosing an AI data annotation company. Before selecting a provider or partner for data annotation, you should ask some questions.
- How much information do you need to process them?
- How many types of data sets do you need?
- Is the information sensitive?
- What precautions should the team take if the data is sensitive?
- How soon do you need to complete the annotation?
Images, videos and sensor data are commonly used to train machine learning models for computer vision.
Data labelling service companies provide data annotation services for machine learning. They achieve this by using pre-trained machine learning models and human-powered skills to label an image, text, video, or audio.
Reasons why we are the best
We've helped out various clients across several industries, and you could be next!
