DeepDetect
deepdetect.com
What it is
DeepDetect is an open-source deep-learning REST API server and web platform for training and managing models. Its listed application areas range from image tagging, object detection, segmentation, and OCR to audio, video, text classification, CSV data, and time-series. Training resources include Jupyter notebooks, dataset validation, hyperparameter presets, and distributed training across one or more GPUs. The platform advertises more than 50 pretrained models for transfer training, and models can be exported for cloud, desktop, or embedded devices. The server runs on CPU or GPU, accepts and returns JSON, and supports Mustache output templates; Elasticsearch is given as an example destination application. PyTorch and TensorRT are listed as backends, with TensorRT able to optimize NVIDIA GPU inference. Ready-to-use API examples are available for Shell, Python, and JavaScript. The free Open Source plan is free. Amazon AWS is priced on request, while the Enterprise plan has no listed price. Installation guidance covers Docker and a source build for Ubuntu 24.04 LTS.
Spec sheet
- Product
- DeepDetect is an open-source deep-learning REST API server and web platform for training and managing models.Read 4 Oct 2026 · deepdetect.com
- Deployment
- The maker says models can be exported for cloud, desktop, and embedded devices, and the server runs on CPU or GPU.Read 4 Oct 2026 · deepdetect.com
- Security
- The plans page lists user authentication and strong encryption protecting business data among its protection features.Read 4 Oct 2026 · deepdetect.com
- Support
- The plans page lists email support for Amazon AWS and email and phone support for Enterprise.Read 4 Oct 2026 · deepdetect.com
- Backends
- The server page lists PyTorch and TensorRT backends and says TensorRT can optimize NVIDIA GPU inference.Read 4 Oct 2026 · deepdetect.com
- Data inputs
- The server page lists CSV preprocessing, image augmentation, audio spectrograms, and bag-of-words or character-based text inputs.Read 4 Oct 2026 · deepdetect.com
- Developer samples
- The platform provides ready-to-use API code samples for Shell, Python, and JavaScript.Read 4 Oct 2026 · deepdetect.com
- Enterprise offering
- The Enterprise plan lists industry add-ons for cybersecurity, medical imaging, and satellite imaging, plus private datasets and accelerated annotation tooling.Read 4 Oct 2026 · deepdetect.com
- Installation
- The server quickstart offers Docker installation and a source build for Ubuntu 24.04 LTS, and directs users needing another build, operating system, or platform to contact the maker.Read 4 Oct 2026 · deepdetect.com
- Integration
- The server accepts and returns JSON and supports Mustache output templates, with Elasticsearch given as an example sink application.Read 4 Oct 2026 · deepdetect.com
- Pretrained models
- The platform page advertises 50+ pre-trained models for transfer training.Read 4 Oct 2026 · deepdetect.com
- Training
- The platform provides Jupyter notebooks, dataset validation, hyperparameter presets, and distributed training across one or more GPUs.Read 4 Oct 2026 · deepdetect.com
- Use cases
- The maker lists image tagging, object detection, segmentation, OCR, audio, video, text classification, CSV tabular data, and time-series among its supported application areas.Read 4 Oct 2026 · deepdetect.com
Plans and prices
Strong points and limits
Strong points
- Free Open Source plan at free
- Training includes dataset validation and GPU distribution
- Advertises more than 50 pretrained models
- Runs on CPU or GPU
- Provides Shell, Python, and JavaScript API examples
Limits
- Amazon AWS plan is priced on request
- Enterprise plan has no listed price
- Installation guidance covers Docker and Ubuntu 24.04 LTS
- Other builds or platforms require contacting the maker
Who it suits
DeepDetect may suit developers and teams training or deploying deep-learning models through an API or web platform. Its listed tasks span vision, audio, text, tabular data, and time-series.
Verdict
DeepDetect brings training tools, varied model applications, and API examples into one server and web platform. Check the installation options and plan terms against the environment and support you need.
Where Specifiction places it
- AI Image Recognition Software#15 of 378.0