Aug. 2, 2023, 10:45 a.m. | /u/edgarriba

Machine Learning www.reddit.com

Read the release notes: [https://github.com/kornia/kornia/releases/tag/v0.7.0](https://github.com/kornia/kornia/releases/tag/v0.7.0)

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**Image API** In this release we have added a new Image API as placeholder to support a more generic multibackend api. You can export/import from files, numpy and dlapck.

https://preview.redd.it/0d5tvjxmeofb1.png?width=621&format=png&auto=webp&s=9af05a037770132c9a267b68dcd9ab8182557517

**Object Detection API** We have added the ObjectDetector that includes by default the RT-DETR model. The detection pipeline is fully configurable by supplying a pre-processor, a model, and a post-processor. Example usage is shown below

https://preview.redd.it/rtbayqpneofb1.png?width=680&format=png&auto=webp&s=4d46edeeee4027e08a493cb15182ea0ddc42bc5d

https://preview.redd.it/ukcg9enoeofb1.png?width=680&format=png&auto=webp&s=c7ffc5bd7e84507782d9cad84c25887f5b87bc06

**Deep Models API** As part of the …

api detection detr export files image import machinelearning numpy pipeline processor release support

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