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GoogleGoogleReleased Nov 2019Apache 2.0

EfficientDet

We don't benchmark EfficientDet.

It is an open-weight model from Google under the Apache 2.0 license, and free for commercial use.

EfficientDet Overview

EfficientDet is an object detection model developed by Google Research, released in November 2019. It introduces a compound scaling method that uniformly scales the resolution, depth, and width of the detection network, building on the EfficientNet backbone and a bidirectional feature pyramid network (BiFPN) for multi-scale feature fusion. This design achieves strong accuracy-efficiency tradeoffs across a family of models ranging from EfficientDet-D0 to D7.

EfficientDet License

Apache-2.0 · Permissive license

EfficientDet is released under the Apache 2.0 license, so it's commercially usable out of the box: you can ship it in closed-source, commercial products, including self-hosted deployments, without paying a license fee or open-sourcing your code. The EfficientDet license is permissive, so no separate commercial license is required.

Commercial use
Permitted. Because Apache-2.0 is permissive, EfficientDet can ship inside paid products and internal systems with no commercial license and no revenue threshold.
Modification
Permitted. Fine-tuning, quantizing, and distilling are all allowed, and your code changes can stay closed. Files you change must be marked as changed.
Redistribution
Permitted with attribution. Ship the Apache-2.0 license text and any NOTICE file alongside the weights or derived code.

Apache-2.0 grants an express patent license that terminates if you bring a patent claim over the work, and it disclaims warranties. Validate EfficientDet on your own data before you depend on it in production.

Read the full Apache 2.0 license ↗

Do I need a commercial license for EfficientDet?

This is the straightforward case: a permissive license is the best technical solution and you are free to deploy EfficientDet commercially without open-sourcing your own code.

Do not hesitate to reach out with questions for your commercial project. Our team will help you start solving business problems on the first call. See Roboflow commercial licensing for the models included in each plan.

Talk to sales

This model is released under the Apache License 2.0, a permissive open-source license that allows commercial use, modification, distribution, and patent use.

Yes. Under the terms of the Apache 2.0 license, you can freely use this model for commercial purposes, including in proprietary products. You must retain the copyright notice and disclaimers when redistributing.

License information is provided as a guide and is not legal advice.

EfficientDet Details

Details

Categoryopen
ModalityVision
Parameters3.9M-51.9M
LicenseApache-2.0
Release DateNov 2019

Vision Tasks

Object Detection