We work with you as partner to resolve business problem using Visual Recognition, Fraud Detection, Health care, Personalizations
Detecting Developmental of activities, Identification of Black and White images and many more. We follow research based, data structuring and source identification. We also identify the hardware, software requirement matrix along with the Neural Network / Model Architecture Designing. Our AI implementation strategy include following steps.
Our first process is to make sure right data structuring is done, we make sure define a robust way of collecting and organising data in such a way that we can perform operations on these data in an effective way. Data Structures is about rendering data elements in terms of some relationship, for better organization and storage.
We then make sure the right classification and solution form is made to resolve the problem statement. We are experience in forming application around Image Recognition. Speech Recognition. Statistical Arbitrage. Classification. Prediction and Extraction.
We have working and building experience in all the four major four major architectures of deep networks and how we use the smaller networks to build them. Earlier in the book, we introduced four major network architectures:
Unsupervised Pretrained Networks (UPNs)
Convolutional Neural Networks (CNNs)
Recurrent Neural Networks
Recursive Neural Networks
Our expert team then based on the Data Structure, Solution formation and network model architecture build the algorithm sample for data annotation. With this process we make sure process of labeling the data available in various formats like text, video or images. For supervised machine learning labeled data sets are required, so that can easily and clearly understand the input patterns.machine can easily and clearly understand the input patterns.
Evaluation of optimal hardware requirement is formalized after gauging the need of computing and client is appropriately guide to procure or we procure either the shared computing or dedicated computing at very economical cost.
Our team is expert in using Azure, Google and Amzaon service. However we do analyze for client advantage any open source availability of application to process the data need in same quality as desired without much incurring the application license cost.