With current technologies in the market, companies have access to voluminous amounts of data but the crux of the matter lies in the ability to transform data into meaningful insights. With the new-age technologies like Artificial Intelligence and Machine learning, systems are taught to recognize hidden patterns in the data and predict future outcomes.
eProSoft Artificial Intelligence (AI) and Machine Learning (ML) services help organizations to develop custom solutions based on proprietary or open-source algorithms/frameworks that process data and run sophisticated algorithms on Cloud and Edge. This enables faster decision making, increased productivity, business process automation, and faster anomaly detection.
We can create a Machine Learning Model based on your business requirements.
We can build and train models using supervised (classification & regression-based), unsupervised (clustering & association based) and reinforcement (reaction to an environment based) learning.
We also provide on-device inference using the TensorFlow Lite model.
To test the performance of Machine Learning models, we use Cross-Validation, RSS, RSME, MSE, Log-loss, F-measure, Precision-Recall, etc. to ensure the best performance of models.
Optimize the model for maximum accuracy. For optimization, we use hyperparameter tuning, gradient descent, SGD, ensemble, and many more processes, to derive the best outcomes from the model.
We help deploy and serve models in a structured way on the cloud using platforms for mobiles and embedded devices.
Our team of quality experts helps in testing ML models from time-to-time by assuring the quality of data (used for training the model), features and ML algorithms for accurate model performance.
Have hands-on experience on testing tools to understand, debug and optimize programs.
Our video intelligence models have the power to understand what is happening in videos. Our custom models can identify and tag different entities in a video at unprecedented speed and scale. We can tag granular features in your video content to help you create better content, promote brands and index content for better search, recommendation, and discovery.
Our models can help you detect objects such as cars, zoom-in on regions of interest such as brand impressions, read the text through character recognition and describe image captioning at top-notch accuracy levels.
Natural language processing techniques attempt to process text without understanding the meaning of words. Deep learning enables machines to overcome this problem by training large neural networks in an environment with similar objects, relationships, and dynamics as our own making these models far more powerful. We build custom chatbots, fraud detection agents, auto-response systems and other powerful natural language understanding systems at unprecedented accuracy levels.
While conversational speech recognition systems have largely reached human parity with Google Home and Alexa showing less than 6%-word error rate, the same cannot be said about the domain-specific speech which is typically laden with vernacular terminology and slang. Our domain-specific speech recognition models overcome this problem through careful customization of acoustic and language components of the model pipeline to offer world-class accuracy in domain-specific speech. They also perform at near-human levels in speech emotion detection and other specialized voice recognition tasks.