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A leaf-photo classifier that identifies plant species using MobileNet (Howard et al. 2017), the lightweight CNN designed for...
A Siamese-network search that finds visually similar logos in a brand database, trained with triplet loss in the lineage of B...
A DnCNN-based denoiser that cleans noise from low-light smartphone photos, built on Zhang et al.'s residual-learning network...
An image-inpainting app that reconstructs user-masked regions of damaged photos, built on Liu et al.'s partial-convolution me...
A neural style transfer app that restyles user photos in the manner of famous paintings, built on Gatys et al.'s landmark met...
A vintage-photo restorer that colorizes black-and-white scans and repairs scratches, dust and fading using the DeOldify deep-...
A 4x image upscaler powered by ESRGAN (Wang et al.): upload a low-resolution photo and get a detail-restored 4x enlargement w...
A photo-editing tool built on U2-Net salient-object segmentation (Qin et al.): upload a photo and get the subject cut out as...
This project builds an age-estimation system that predicts a person's age from a face photo. A ResNet-18 CNN, following the D...
