DeepDetect - DeepDetect: Deep Learning REST API, Server & Platform
DeepDetect is a comprehensive platform designed to simplify the process of building and deploying Deep Learning models. With a focus on eliminating error sources and difficulties commonly associated with AI applications, DeepDetect offers a safe haven of commoditized practices, all available as a unified core.
DeepDetect Product Information
What is DeepDetect?
The core idea behind DeepDetect is to provide a seamless environment for training and deploying neural network models, allowing higher-level management for utilizing them as code snippets. Its multi-platform support ensures accessibility for training and inference on various devices, while the Web UI facilitates model training and management.
How to Use DeepDetect?
To use DeepDetect, simply install the Web UI & CPU/GPU Jupyter Notebooks with Docker, and then deploy the Deep Learning REST API Server from Docker, AWS, or other sources. The platform offers ready-to-use models for a range of tasks, including image tagging, object detection, segmentation, OCR, audio, video, text classification, CSV for tabular data, and time-series analysis.
Core Features of DeepDetect
- Easy setup for development and production
- Web UI for training and management
- Fast server written in C++ for Cloud, Desktop & Embedded applications
- Support for training on GPU, CPU, and Embedded devices
- Ready-to-use models for various tasks
Use Cases of DeepDetect
- Image tagging
- Object detection
- Segmentation
- OCR
- Audio analysis
- Video analysis
- Text classification
- Tabular data analysis
- Time-series analysis
FAQ about DeepDetect
What are the supported platforms for training and inference?
DeepDetect provides multi-platform support, allowing training and inference on various devices including Cloud, Desktop, and Embedded systems.
Are there pre-trained models available for immediate use?
Yes, DeepDetect comes with ready-to-use models for a range of tasks, from object detection to OCR and sentiment analysis.
Is DeepDetect open source?
Yes, DeepDetect is fully open source, offering a rich collection of tools and API clients.
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