AI Solution Development
The Insight Window
- Compute Vision
- Text Analytics
- Predictive Analytics
- The Real AI aligned with your organisational needs to bridge the gaps and help organizations to utilise the potential of human experience drives machines at maximum speed.
Our core competencies
- Concepts: Customised AI solution design, transfer learning, model tuning, core neural network models, supervised & unsupervised learning, one shot learning
- Neural networks: Convolutional, recurrent neural networks, deep bayesian neural networks
Deep Learning Expertise
Deployment toolkits expertise
Other AI Tools
Machine Learning Services
Our AI team has vast expertise in multiple domains who are seasoned data science professionals efficiently handles any kind of data irrespective of size and variety. We are specialised to build customised Machine Learning solutions aligned to client’s business objectives keeping the future market trends in view.
We understand client’s business needs and help them to derive business intelligence to machine learning models for successful journey. Unique requirements of every organization, use cases and diversified data and processes are carefully crafted to create machine learning stories sustainable market growth.
We Listen to your Data
Starting from data collection to the storage, data diversity to data behavior, storage to story telling, we are well versed to understand and handle your data to solve the business problems. The core issues and unseen patterns, uncovered sequences will be addressed by our expert teams.
Our methodology..may look normal but the mastery over the in-depth knowledge gives you the handhold support in every stage of the service we offer.
The Insight Window
Data Collection Practices:
- Collect relevant data Do we require all of your organisation’s data? Not necessarily in every event. We don’t make you tedious in bringing all data together. Most relevant, available data inclined to use cases defined by you will be carefully collected
- Feasibility Analysis Before even go to exploratory data Analysis, we offer you a sample road map and possible solution designs crafted by our expert teams.
- Exploratory Analysis Most ideal data sets inclined to the user stories are brought together to relate valuable reports and data driven recommendations.
- ML Play Station Our expert team of data scientists will take care of all the challenges, difficulties to design, develop and deploy in your business workflows. We offer best experience in handling your data for your business solutions.
Machine learning life cycle
Out Of Box Value
Computer Vision & Deep Learning Services
Recent disruptive technologies support business requirements in Computer Vision and Deep Learning irrespective of size of data or no of images or videos. We help you to build robust solutions using computer vision solutions with image analytics ranging from object detection to object classification and many more.
Our deep learning and computer vision experts at Empiezo helps businesses in e-commerce, healthcare, manufacturing, banking and agritech industries to solve business challenges with the help of computer vision technology. Transfer Learning, In-shot learning etc., helps companies to address their image related issues such as object positioning, defect identification, document ID verification, pain management, precise reporting from thousands of documents, no matter the type of data and problem statement, we will provide you customized solutions in scientific way.
Object Detection & Tagging
We support in detection of variety of objects and tag accurately, includes manufacturing Assets, Medical Images, Identification Card based on Image labelling and NLP
Malfunction or defect identification
Manufacturing industry uses image and video analytics to identify defects or malfunction of any issues related to production line, heavy equipment functionality etc.,
Object detection in parallel
To enhance Customer Experience in e-commerce, retail, supply chain parallel processing of data from different sources will be a greatest asset. We use convolution neural network to differentiate the images with respect to the client needs
Component identification & positioning
EMPIEZO offers an AI solution based on its “Deep Learning & OCR Models” approach for power distribution companies on
Assess health of meter cabin (OBJECT DETECTION & CLASSIFICATION)
Assess the health of meter cabin by detecting the anomalies in meter cabin photograph captured through mobile device.
Abnormalities Detection in:
o Count of meters in meter cabin
o Row wise & column wise count of Meters in Meter cabin
o Condition of wiring/meter cabin (e.g. good/bad/worst)
2. Quality of Meter Installation:
Check if the meter is installed properly. Quality of meter installation should be assessed based on the detection of following abnormalities, if any
- Damaged/Broken Meter
- Defective Meter
3. Health & Quality of LT Pillars & Street Light Cubicles
Assess the health of LT & Street Light Pillars by detecting the anomalies in photograph captured through mobile device. Following is a list of abnormalities that would be considered
- Presence of stickers on pillars
4. OCR/AI based (Photo)Meter reading:
- Identify the meter reading
The Einstein Room
- Idea Stream
- Idea Hackathon
- Market Research Analysis
- Business model brainstorming
- Evaluation of the Model
- Build Commercial Viable Product
Customized Analytical Solutions
Carefully Tailored for every domain and integrated structure of IT Centric, Predictive Analytics, Data scientists, Data Architects, Subject matter experts, Academicians and Visualization expertise teams that actually play many diverse roles at Empiezo, with varying levels of business, technical, interpersonal, communication, and domain skills.”.
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Define & Derive
- Business drivers for a data lake defined by our experts to ensure qualitative and ROI driven components will be added
- We offer best practices to make sure the storage, consume and compute layers are placed in best fit architecture.
Design & Develop
- Design suitable trategies to scale up data driven strategies
- Develop out of box solutions keeping the demand in volume, variety or other v’s that we might get into our path.
Automate & Deliver
- Predicting any variable has a systematic approach. Predicting future purpose of data handling is something interesting. We build pipelines of data keeping your business interests are aligned and match with the future scale up strategies.
- Automation is for every pipeline? Not necessarily. If someone says automate everything we do.. something weird right? Categorize the automation requirements to optimize your data handling practices efficiently.