Search Results for author: Lorenzo Bianchi

Found 2 papers, 2 papers with code

Is CLIP the main roadblock for fine-grained open-world perception?

2 code implementations4 Apr 2024 Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Fabrizio Falchi

Modern applications increasingly demand flexible computer vision models that adapt to novel concepts not encountered during training.

Autonomous Driving Novel Concepts +4

The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding

1 code implementation29 Nov 2023 Lorenzo Bianchi, Fabio Carrara, Nicola Messina, Claudio Gennaro, Fabrizio Falchi

Recent advancements in large vision-language models enabled visual object detection in open-vocabulary scenarios, where object classes are defined in free-text formats during inference.

Object object-detection +1

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