CNAPS.AI — No-Code AI Workflow Automation PlatformBuild, deploy, and manage AI workflows without coding. CNAPS.AI provides a visual node-based workflow editor with 150+ pre-trained AI models for image, video, and data processing.Key Features

Visual Workflow Builder — Drag-and-drop node editor to chain AI models into automated pipelines

Image Super Resolution — Upscale and enhance images using state-of-the-art AI models

Image Generation — Create images from text prompts with generative AI

Video Processing — AI-powered video generation and editing

Batch Processing — Process thousands of files in automated batch runs

API Integration — Connect workflows to external services via REST API

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AI Workflow Studio

Terms of Service

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Swin2SR — Image Upscaler AI Model

Swin2SR upscales 2× or 4× on Swin Transformer V2 and sits deliberately in the middle — sharper than the lightweight upscalers, quicker than PiSA-SR. The safe default when neither extreme fits. 10-30 seconds.

Details

CategoryImage Upscaler
Year2022
LicenseApache-2.0

Compliance & Provenance

ProviderOpen-source · Specialized
EU AI Act RiskMinimal Risk
Art. 50 TransparencyNot applicable

Inputs & Outputs

ImageInput · image
Low-resolution source image
ImageOutput · image
Upscaled high-resolution image

Tags

super-resolution
upscale
image-enhancement
sharpen
transformer
gpu-light
medium-speed

Alternatives in Image Upscaling

PiSA-SR
Highest-quality image upscaler (2x/4x). ~50s.
SMFANet+
Fast lightweight image upscaler (2x/3x/4x). 0.1-3s.
SwinIR
Image upscaler with widest scale range (2x/3x/4x/8x). 10-30s.

Resources