February 16, 2026
Overview
Core Capabilities
Image Generation
- Text-to-Image & Image-to-Image: Custom workflows using Stable Diffusion, Flux, and other models for photorealistic and artistic outputs.
- ControlNet Integration: Pose, depth, canny edge, and other conditioning methods for precise control over generation.
- Realistic Portraits: Specialized workflows for photorealistic human faces and full-body portraits.
Video Generation
- Text-to-Video & Image-to-Video: Pipelines using AnimateDiff and newer video models for creating video content from text or static images.
- Post-Processing: Upscaling, stabilization, and quality enhancement pipelines.
Custom Nodes & Automation
- Built custom ComfyUI nodes to streamline complex generation processes and integrate with external APIs.
- Implemented batch processing for high-volume generation workloads.
Deployment
- Serverless APIs: Deployed workflows as scalable serverless endpoints for Apatero's backend.
- Docker Containerization: Containerized ComfyUI setups for consistent deployment.
- Performance Optimization: Optimized for speed and GPU memory efficiency.
Technologies
- ComfyUI, Stable Diffusion, Flux, ControlNet, AnimateDiff
- Python, Docker, serverless GPU infrastructure
- LoRA training and custom model integration