v0.47.0

💪 Added

Depth Anything V2 🤝 inference

Depth estimation turns flat images into 3D information by calculating how far each pixel is from the camera. This adds an essential dimension to computer vision - distance.

Thanks to @reiffd7 we have Depth Anything V2 model in inference and Workflows ecosystem. Here is what the model brings into the table:

• ✨ Detailed results with sharp objects boundaries
• 💪 Robust performance across diverse scenes and lighting conditions
• ⚡ 10x faster processing than similar high-quality models
• 🪶 Lightweight (yet not available in Roboflow Hosted API, please use Roboflow Dedicated Deployment or deploy locally)

Why use it?

• Improve object detection with distance information
• Create 3D visualizations from single images
• Enable depth-aware applications (AR, robotics)
• Understand spatial relationships in scenes

Check out HF model card.

✨ New: OverlapFilter Block

@lou-roboflow added a new Overlap Filter block to the Workflows ecosystem.

The Overlap Filter removes objects that do not overlap a selected class. It is useful when you want to focus only on objects that are interacting with specific items.

How it works:

• You specify an overlap class (e.g., "bicycle").
• Only objects overlapping instances of that class are kept.
• The overlap class itself is removed from the results.

Example applications:

• Detecting people on bicycles (removing bicycles themselves).
• Identifying items on pallets.
• Finding passengers in cars, etc.

⚡ Speed-ups (with @codeflash-ai)

• ⚡️ Speed up function get_masks_intersection_up_to_dimension by 9% by @misrasaurabh1 in #1173
• ⚡️ Speed up function build_simple_operation by 68% by @misrasaurabh1 in #1171
• ⚡️ Speed up method OverlapManifest.describe_outputs by 536% in PR #1192 (OverlapBlockV1-2) by @codeflash-ai in #1193
• ⚡️ Speed up function get_average_bounding_box by 166% by @misrasaurabh1 in #1180
• optimize import time for inference by @KRRT7 in #1155

🧑‍🏭 Maintanence

• Preload hugginface IDs on inference startup by @grzegorz-roboflow in #1184
• Fix broken depth estimation import by @PawelPeczek-Roboflow in #1197
• Remove unused import from depth-estimation test module by @PawelPeczek-Roboflow in #1199
• Fix rf-detr to ignore predictions of background class by @Matvezy in #1178
• fixed depth inference integration tests, added endpoint for infer/dep… by @reiffd7 in #1201
• Add rf-detr base and large to weights upload docs by @capjamesg in #1200
• Disable depth estimation and bump version by @PawelPeczek-Roboflow in #1204
• Add CORRELATION_ID_LOG_KEY; fix typo for CORRELATION_ID_HEADER; control logging across modules with single env variable API_LOGGING_ENABLED by @grzegorz-roboflow in #1205
• Remove retired Claude version and add new ones by @brunopicinin in #1187
• Install codeflash optimization on CI by @misrasaurabh1 in #1105
• Feat/remove UUID validator from request correlation middleware for gcp and dd by @grzegorz-roboflow in #1183

🏅 New Contributors

• @codeflash-ai made their first contribution in #1193
• @lou-roboflow made their first contribution in #1192
• @KRRT7 made their first contribution in #1155

Full Changelog: v0.46.5...v0.47.0