Background Removal using Deep Learning
Automatic Background Removal Introduction It’s a common practice now a day to replace existing background from a photo or video with nicer image or another
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Bring more intelligence to your business process. Solve real business problems with powerful, adaptable, easy-to-use, fully-managed AI services that can be tailored to any organization across any industry and in any vertical using the Alpes approach.
We are happy to assist you in identifying and validating the AI application for your business at no cost to you.
Led by team of mathematicians with years of research in discovering new algorithms in neural networks, image processing and core mathematics, we solve the unsolved.
Alpes' patented neural network enables us to provide a solution in the most optimal way. We leverage the strength of our algorithm with other algorithms to deliver a solution in less time and optimal cost.
We take care of the full pipeline. Combining the services with our AI APIs, we deliver an end-to-end solution. We take care of data alignment, training, testing and enabling the right interfaces for business users. Delivering a solution that adds to to your business process seamlessly.
Generative Pre-Trained Transformer 3 (GPT-3) is an autoregressive language model that uses deep learning to produce human-like text. It is the third-generation language prediction model in the GPT-n series created by OpenAI.
We can help you leverage the power of GPT-3 for your products.
Check out our experiments with GPT3 Try now >>
Check out our blog on GPT3 Read Now >>
For building solutions with GPT3 Talk to us >>
Data forms the core foundation for any AI system. Our data scientists will work with your product teams to understand the data available to you. We will then validate the identified business process that can be optimised using your data and our AI algorithms for speed, automation, intelligence etc.
This is where the Alpes neural network shines. With our patented AI algorithm, velocity of experimentation is almost 10x faster then deep neural networks. We deliver your first AI model in a matter of days, with smaller data set and with a clear pipeline to improve your model accuracy with incremental training.
Once results are as expected with the model accuracy and the pipeline. Alpes offer various model to integrate it into your products. Access it on SAAS model, hosted and managed by us or on your own servers.
We are not just another data/AI company, we are an industry innovator in data science and machine learning with a legacy of over a decade.
Problem: Improve agent productivity suggesting right answers to customer questions.
Solution: Collected 650 tickets and applied NLP techniques like stemming, lemmatization to extract the core of the tickets. The core sentences were classified using Alpes algorithm to form the base model. This model learns incrementally every day.
Result: 90% accuracy in showing relevant results.
Problem: Build a background removal tool from photos.
Solution: Using image processing techniques we identify the main object in focus. The object pixel co ordinates are identified and the remaining pixels are converted to white..
Result: Background was removed properly in 90% of cases..
Problem :
Automate generation of presentation based on user inputs provide prediction of what presentation should contain and how content has to be arranged
Solution: Multiple prediction module such as Chart Prediction, Icon prediction, Diagram prediction, free space prediction on images, title and sub-title prediction were and added in a work flow to achieve the required automation
Result: Solution was successfully delivered and its live now for users.
Problem: To build classification model to identify between fraudulent/Non-fraudulent transactions.
Solution:Using Attributes and transactions data for remitter and beneficiary, applying feature engineering and domain expertise to lower false positives, Tuning of feature space and achieving the best accuracy rate from the various detection models
Result:Reduced fraud related costs, Relationship analysis of fraudulent networks and collusions, Improved data credibility, uncovered hidden correlations.
Alpes has the fastest learning algorithm with O(NlogN) time complexity. This will allow you to iterate training with your data fast to find the right feature set.
Algorithm can perform incremental learning. When fed with new training data you don't need to run the whole training process again. This will allow your products to imbibe new data on the fly while making decisions.
Clear understanding of why the system is learning or not learning. AI is not a blackbox anymore. This will allow you to fine tune your data and get the right data to make your product learn better.
Host the trained models yourself so that your data never leaves you. Or run the trained models from the Alpes cloud.
Automatic Background Removal Introduction It’s a common practice now a day to replace existing background from a photo or video with nicer image or another
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Language Modeling (LM) is one of the most important tasks in modern Natural Language Processing (NLP). LM is a probabilistic model which helps us to predict the next
Leading the research in Alpes Dr Kumar carries 37 years of research experience in the application of Computers in the areas of industrial image processing, AI and pattern recognition, electromagnetics, fluid mechanics, structural mechanics. he has used many numerical techniques such as Finite Element Methods (FEM), Finite Differences, Boundary Integral Equation (BIE) and minimisation methods to solve various problems.
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