Posts tagged: computer-vision
-
Building a CI/CD Pipeline for Small AI/Computer Vision Projects
A practical pipeline for a small AI or Computer Vision project: test, build Docker image, run basic eval, and deploy more securely.
→ -
Vision, object detection and segmentation: understand correctly before putting into production
Short notes on object detection, segmentation, and why real computer vision problems often need more than a bounding box.
→ -
From Mask R-CNN to Mask R-CNN2Go: when computer vision research goes into production
A note on how a computer vision idea from research can be optimized to run on real devices.
→ -
Computer vision on edge devices: learning from Meta Mask R-CNN2Go
A short post on edge AI, latency, and the questions to answer before bringing computer vision down to real devices.
→ -
Tesla camera-only perception vs sensor fusion: what is the real trade-off?
Careful notes on camera-only perception, occupancy perception, and sensor fusion in autonomous driving.
→