Context-Aware Image Captioning with Scene Graphs

End-to-end image captioning pipeline conditioned on structured scene graph triples. BLEU-4 +11.4% over an image-only baseline.

May 2026 · Niraj Thapaliya

CNN Image Super-Resolution (4× Upscaling)

Comparison of three CNN architectures for 4× single-image super-resolution on the FFHQ dataset. Evaluated with PSNR and SSIM.

December 2024 · Niraj Thapaliya