Page 3 - Top Deep Learning Software - United States
Deep learning software refers to a category of software tools and frameworks designed to facilitate the creation, training, and deployment of deep learning models. Deep learning is a subset of machine learning that involves training artificial neural networks with many layers (hence the term "deep") to learn representations of data. Deep learning software typically provides functionalities such as: * Neural network architecture design: Tools for designing and customizing the architecture of deep neural networks, including specifying the number of layers, types of layers (e.g., convolutional, recurrent), and connections between layers. * Data preprocessing and augmentation: Utilities for preparing and preprocessing input data for training deep learning models, including tasks such as normalization, data augmentation, and feature extraction. * Model training and optimization: Algorithms and techniques for training deep learning models on large datasets, including optimization algorithms like stochastic gradient descent, and methods for handling overfitting such as regularization and dropout. * Model evaluation and validation: Tools for evaluating the performance of trained models on validation and test datasets, including metrics such as accuracy, precision, recall, and F1-score. * Deployment and inference: Facilities for deploying trained deep learning models into production environments for inference on new data, often through integration with software development frameworks and platforms. Popular deep learning software frameworks include TensorFlow, PyTorch, Keras, and Caffe. These frameworks provide high-level abstractions and APIs that make it easier for developers and researchers to build and experiment with deep learning models without having to implement everything from scratch.
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Vatis Tech
vatis.tech
Revolutionising Speech Recognition with Superior Accuracy and Affordability. Vatis Tech’s API provides advanced speech-to-text technology that automatically converts audio or video files into text with over 95% accuracy, using proprietary deep-learning speech recognition algorithms. Vatis Tech offers its speech-to-text API engine and web platform to agile startups, behemoth enterprises, podcasters, journalists, and developers alike. This allows solution and service providers to integrate the technology into their applications, regardless of industry or use case. * Deploy on-prem or on cloud * Build in any programming language with our API * Get scalable GPU infra for training and inference * Contextual features like speaker diarization, entity detection, punctuation, and capitalization or numeral conversion. * Text editing features inside the web application * Transcribe in real-time or pre-recorded files
Yactraq
yactraq.com
Yactraq offers both out-of-the-box and custom features very cost effectively and is the global value leader in speech analytics. Our patents in conversational computing give Yactraq an edge in developing next generation virtual customer agents and other types of talking computers. A Gartner Cool Vendor (Smart Machines), Yactraq has also been mentioned in various Gartner reports for Contact Center Infrastructure, CRM, Data Science, Machine Learning and AI Core Technology. Gartner's CRM Reports for Customer Interaction Analytics, Speech Analytics & Voice-of-the-Customer (VoC). VoC is a key application area with Yactraq providing predictive lead qualification metrics to accelerate revenues and understand consumer needs. Our product pays for itself within days. Customers have seen high productivity gains for their call center team managers and quality analysts who can now hyper-target which calls to listen to, instead of using a random approach. Recorded phone calls contain valuable information related to Voice-of-the-customer & Call Agent Evaluation.
Uniphore
uniphore.com
Uniphore is a leading B2B AI-native company with decades of proven success. Engineered for scalability and tailored for enterprise needs, we drive AI transformation that delivers real business impact across multiple industries and the largest global deployments. Our multimodal AI and data platform is at the heart of this transformation, enabling businesses to swiftly deploy AI agents. With our AI Engine Room, organizations can harness their data and create scalable, domain-specific AI models to democratize enterprise knowledge—all while ensuring security, sovereignty, and rapid value delivery. Today, Uniphore’s technology empowers over 750,000 end-users across 1,600 enterprises in 20 countries. Discover the unmatched capabilities of Uniphore—because there’s no AI like it™.