LightCap, trained on 5.8M image-text pairs, excels on COCO and nocaps using BLEU@4, METEOR, CIDEr, SPICE; the abstractions show the performance boost of each module. Q2BSTUDIO, a development and technology services company, specializes in custom applications, custom software, artificial intelligence, cybersecurity, aws and azure cloud services, business intelligence services, and Power BI.





