v0.20.0
🚀 Added
🌟 Florence 2 🤝 Workflows
Thanks to @probicheaux, the Workflows ecosystem just got better with the addition of the Florence 2 block. Florence 2, one of the top open-source releases this year, is a powerful Visual Language Model capable of tasks like object detection, segmentation, image captioning, OCR, and more. Now, you can use it directly in your workflows!
Florence 2 and SAM 2 - zero shot grounded segmentation
Ever wished for precise segmentation but didn’t have the data to train your model? Now you don’t need it! With Florence 2 and SAM 2, you can achieve stunning segmentation results effortlessly — without a single annotation.
Discover how to combine these powerful models and get top-tier segmentation quality for free!
florence2_and_sam2.mp4
Florence 2 as OCR model
Need Text Layout Detection and OCR? Florence 2 Has You Covered!
florence2_with_ocr.mp4
Zero-shot object detection needed?
Do not hesitate and try out Florence 2 as object detection model - the quality of results is surprisingly good 🔥
florence2_object_detection.mp4
🔔 Additional notes
- Florence 2 requires either Roboflow Dedicated Deployment or self-hosted
inferenceserver - it is not available on Roboflow Hosted Platform - To discover full potential of Florence 2 - read the paper
- Visit 📖 documentation of Florence 2 Workflow block
New version of SIFT block
Tired using SIFT descriptors calculation block followed by SIFT comparison? This is no longer needed. Check out SIFT Comparison v2 block. PR: #657
Workflows UQL extended with new operations
You may not even be aware, but Universal Query Language powers Workflows operations that can be fully customised in UI. There are two new features shipped:
- selecting prediction by confidence by @EmilyGavrilenko in #655
- class names remapping operation by @NickHerrig in #656
Instance Segmentation ⏩ oriented rectangle
Thanks to @chandlersupple, Instance Segmentation results can be turned into oriented bounding boxes - check out 📖 docs
🔧 Fixed
- Broken links removed from docs in #663
- Fixes to release
0.19.0:- broken visualisation blocks got repaired: by @grzegorz-roboflow in #662
- proper defaults brought into line counter and time in zone analytics blocks by @grzegorz-roboflow in #658
🌱 Changed
- Control what properties are visible in the UI by default by @EmilyGavrilenko in #659
- E2E tests for describe workflow and examples by @PawelPeczek-Roboflow in #652
- Add secrets to integration tests by @PawelPeczek-Roboflow in #667
Full Changelog: v0.19.0...v0.20.0
