Grounding DINO links language and detection: you type a description and it draws boxes around matching objects, even classes it was never explicitly trained on. This removes the need to collect data and retrain every time you want to detect something new.
The book · Volume 6 of 7
AI for Video: A Complete Guide to Intelligence in Video Products: From Models and Inference to Computer Vision, Speech, Search, and Generative Video
Grounding DINO detects objects from a text prompt, which removes retraining but adds latency compared with fixed-class detectors. This volume covers Grounding DINO within open-vocabulary detection: detectors and bounding boxes, vision-language models, tracking, and deployment trade-offs for edge and cloud. Written by Nikolay Sapunov, CEO at Fora Soft.
Considering Grounding DINO so you can detect new objects without retraining?
Send us footage and the objects you need, and we will compare Grounding DINO with fixed-class detectors on accuracy and frames per second. 250+ video products shipped since 2005.