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DeepDetect

DeepDetect is an open-source deep-learning REST API server and web platform for training and managing models.

Place
#17 of 37
Score
6.6
DeepDetect's website

What DeepDetect is

DeepDetect is an open-source deep-learning REST API server and web platform for training and managing models. Its listed application areas include image tagging, object detection, segmentation, OCR, audio, video, text classification, CSV tabular 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. Models can be exported for cloud, desktop and embedded devices, while the server runs on CPU or GPU. It accepts and returns JSON, supports Mustache output templates and cites Elasticsearch as an example destination application. Ready-to-use API samples are available for Shell, Python and JavaScript. Listed backends include PyTorch and TensorRT, which can optimize NVIDIA GPU inference. Installation guidance covers Docker and a source build for Ubuntu 24.04 LTS; users seeking other builds, operating systems or platforms are directed to contact the maker. The Open Source plan is free; Amazon AWS is $2 per contact.

Good

  • Open-source plan listed as free
  • Supports CPU or GPU execution
  • Provides more than 50 pretrained models
  • Ready-to-use Shell, Python and JavaScript samples
  • Models can be exported to cloud, desktop or embedded devices

Watch out

  • Quickstart build options specify Docker or Ubuntu 24.04 LTS source build
  • Enterprise plan has no listed price
  • Amazon AWS plan is listed at $2 per contact

Who it suits

DeepDetect may suit developers and teams building model-training or inference workflows across its listed image, text, audio, video and tabular use cases. It also offers an Enterprise plan for users seeking industry add-ons and private datasets.

Verdict

DeepDetect provides a broad set of model-training tools, application areas and deployment targets through an API server and web platform. Check its installation guidance and plan details against the systems and support level required.

Plans and prices

From DeepDetect's own pricing page, checked 4 Oct 2026.

All about pricing
PlanPriceWhat it gives you
Open SourceFreeSingle machine · CPU or GPU · No GPU included
Amazon AWSPriced on requestAWS · CPU and GPU instances · Pay as you scale · Email support
EnterprisePriced on requestCloud or premises · User authentication · Email and phone support

The facts

Each one read from DeepDetect's own pages, with the date it was checked.

What it does

Backends
The server page lists PyTorch and TensorRT backends and says TensorRT can optimize NVIDIA GPU inference.checked 4 Oct 2026
Data inputs
The server page lists CSV preprocessing, image augmentation, audio spectrograms, and bag-of-words or character-based text inputs.checked 4 Oct 2026
Deployment
The maker says models can be exported for cloud, desktop, and embedded devices, and the server runs on CPU or GPU.checked 4 Oct 2026
Developer samples
The platform provides ready-to-use API code samples for Shell, Python, and JavaScript.checked 4 Oct 2026
Enterprise offering
The Enterprise plan lists industry add-ons for cybersecurity, medical imaging, and satellite imaging, plus private datasets and accelerated annotation tooling.checked 4 Oct 2026
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.checked 4 Oct 2026
Integration
The server accepts and returns JSON and supports Mustache output templates, with Elasticsearch given as an example sink application.checked 4 Oct 2026
Pretrained models
The platform page advertises 50+ pre-trained models for transfer training.checked 4 Oct 2026
Product
DeepDetect is an open-source deep-learning REST API server and web platform for training and managing models.checked 4 Oct 2026
Security
The plans page lists user authentication and strong encryption protecting business data among its protection features.checked 4 Oct 2026
Support
The plans page lists email support for Amazon AWS and email and phone support for Enterprise.checked 4 Oct 2026
Training
The platform provides Jupyter notebooks, dataset validation, hyperparameter presets, and distributed training across one or more GPUs.checked 4 Oct 2026
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.checked 4 Oct 2026

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