ADetailer is an extension for the Stable Diffusion WebUI that provides automatic object detection and masking for inpainting tasks. It integrates models like YOLOv8 and MediaPipe to detect faces, hands, persons, and other objects, creates masks from these detections, and then performs inpaint operations on the masked regions using the Stable Diffusion model. The extension features configurable detection parameters, mask preprocessing options, ControlNet integration, and advanced prompting capabilities. It follows the WebUI extension architecture with proper script callbacks and UI integration.
This repository provides custom nodes for ComfyUI to enable Deforum-based animation generation. It implements frame-by-frame processing of stable diffusion models with parameter scheduling, allowing users to create animated sequences by evolving prompts, seeds, strength, and other parameters over time. The architecture centers around ComfyUI's node system, with specialized nodes for parameter scheduling, prompt engineering, sampling, latent caching, ControlNet integration, image processing, logic control, video I/O, audio synchronization, and advanced noise generation. A critical execution hijack mechanism modifies ComfyUI's internal processing to handle list operations for frame sequences. The system relies on external libraries like Deforum Studio, ControlNet, RAFT, depth models, and FILM for computer vision techniques.