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

Pages

AI Workflow Studio

Terms of Service

Visit cnaps.ai to get started for free.

SwinIR (Denoise) — Denoise AI Model

SwinIR strips noise, grain and speckle out of a photograph with a Swin Transformer, at a preset matched to how bad it is — 15, 25 or 50. Built for low-light frames, high-ISO shots and scans. Five to fifteen seconds.

Details

CategoryDenoise
Year2021
LicenseApache-2.0

Compliance & Provenance

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

Inputs & Outputs

ImageInput · image
Noisy source image
ImageOutput · image
Denoised output image

Tags

denoise
noise-removal
image-restoration
clean
grain-removal
gpu-light
fast

Alternatives in Image Restoration

Image Colorization
Auto-colorize B&W photos (DISCO). 10-30s.
JPEG Quality Restoration
Remove JPEG compression artifacts (SwinIR). 5-15s.
Motion Blur Removal (MSSNet)
Balanced motion-blur removal (MSSNet). 5-15s.
Real-World Blur Removal
Diffusion-based deblur (highest quality). 1-3 min.

Resources