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Object Detection blog posts
Object detection finds and localizes what's in an image. These posts cover detection end to end in FiftyOne: dataset curation, small-object strategies, evaluation with precision, recall, and mAP, and debugging false positives before they ship.
Defense Robotics Data: Solving the Lifecycle Problems You Can’t Talk About
by
Derek Van de Streek
, Marketing
Visual AI
•
Sep 9, 2026
Finding Fish Anywhere: Stress-Testing the Community Fish Detector with FiftyOne
by
Jimmy Guerrero
, DevRel
Visual AI
•
Jul 7, 2026
How Good Is Your Ground Truth? Auditing a Wildfire Smoke Dataset with FiftyOne
by
Burhan Qaddoumi
, DevRel
Data annotation
•
Jun 26, 2026
Comprehensive Guide to Keypoint Detection for Object Recognition
Visual AI
•
May 5, 2025
Implementing Mask R-CNN: Advanced Object Detection and Segmentation
Visual AI
•
Apr 3, 2025
Enhancing YOLOv8 Segmentation: Precision, Efficiency, and Robustness
Visual AI
•
Apr 3, 2025
Why Are Image Segmentation Maps Superior to Bounding Boxes?
Visual AI
•
Feb 26, 2025
Announcing the Data-Centric AI Competition: Revolutionizing Object Detection through Smart Data Curation
Data curation, Product and news
•
Aug 1, 2024
How to Detect Small Objects
Visual AI
•
Apr 22, 2024
Computer Vision and Robotics: The Future of Intelligent Automation
by
Dan Gural
, DevRel
Physical AI
•
Apr 16, 2024
3D LiDAR Annotation: Creating Bounding Boxes in Point Cloud Datasets with FiftyOne
by
Dan Gural
, DevRel
Physical AI
•
Sep 29, 2023
Exploring Polyline Annotation in Computer Vision
Data annotation
•
Sep 22, 2023
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