Adapting Vision-Language Models for Human-Readable XAI in Industrial Object Detection
An XAI interface for object detection in industrial manufacturing is introduced based on a fine-tuned vision-language model, designed to generate intuitive explanations for non-expert users, and improvements in explanation clarity, instruction adherence, image groundedness, and contextual awareness are demonstrated.
Sarvenaz Sardari, Freddy Fernandes, Samarth Yelvande et al.
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