Gemini 2.5 Pro: A Comparative Analysis in Object Detection
By
simedw
Crisp on the outside, thoughtful on the inside. A keeper.
Summary
Gemini 2.5 Pro is a decent object detector, comparable to Yolo V3 on MS-COCO validation dataset. The article discusses the potential of Multimodal Large Language Models in object detection tasks and presents a benchmark test of Gemini 2.5 on MS-COCO for object detection.
Key quotes
· 3 pulledMultimodal Large Language Models keep getting better, but are they ready to dethrone CNNs in computer vision tasks like object detection?
I decided to write a small benchmark and check Gemini 2.5 on MS-COCO, focusing on object detection.
The allure of skipping dataset collection, annotation, and training is too enticing not to waste a few evenings testing.
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