Abstract: Bird’s-eye-view (BEV) semantic segmentation is becoming crucial in autonomous driving systems. It realizes ego-vehicle surrounding environment perception by projecting 2D multi-view images ...

This project demonstrates instance segmentation using Mask R-CNN with the OpenCV DNN module. The model is pre-trained on the COCO dataset and can detect and segment multiple object classes in images.

Abstract: Few Shot or Single Shot Segmentation of an object part is a challenging problem owing to various factors involving scarcity of part segmentation labels and varying scale and pose of the ...

SAM 3D Objects is a foundation model that reconstructs full 3D shape geometry, texture, and layout from a single image, excelling in real-world scenarios with occlusion and clutter by using ...

Python vs. Kotlin: Side-by-side code comparison How does the snake stack up against a new-school JVM language? Prepare to be surprised (video). Hands-on with the new sampling profiler in Python 3.15 ...