Popular GitHub Repositories for Formalized Realism

PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)

? IMAGGarment-1: Fine-Grained Garment Generation with Controllable Structure, Color, and Logo. It supports precise and customizable garment synthesis guided by multi-conditions (e.g., sketch, color, logo), achieving high realism and controllability for digital fashion design.

Enhancing Face Realism / Epic Realism [ LoRA ]

Enhancing Face Realism / Epic Realism [ LoRA ]

Realism Adapter for Flux.1 Dev

Realistic Image Generation, Realistic trigger works properly, better for photorealistic trigger words, close-up shots, face diffusion, male, female characters.

Let's activate Net://Anchor

Dataset of 4,368 AI-generated images based on COCO for assessing coherence and realism in synthetic imagery.

This project implements a Context Encoder for semantic image inpainting using a deep encoder-decoder architecture. It reconstructs missing regions in images by learning from visual context, using a combination of masked L2 reconstruction loss and adversarial loss (GAN) for realism.