AI Model Hub

AI Model Hub

Welcome! This page helps you find the right documentation for each AI model in CNAPS Studio.

🔗 Hosted Models

Open-weights models that run on CNAPS Studio's own servers — no outside account or API key needed. Licenses vary by model; see each model's page.

🎵 Audio Models

Text to Music (ACE-Step 1.5)

Generate Music with Key, Tempo & Length Controls

🎵 Audio Models

Qwen3-TTS

Generate Speech with Custom Voices & VoiceDesign

🎵 Audio Models

MOSS

Generate Sound Effects from Text

🗣️ Lip-sync

LatentSync 1.6

Sync Speech to Talking-Head Video

🎙️ Audio Understanding

Speech Recognition (Clips)

Transcribe Every Clip in a Video List — Timed Transcripts

🎙️ Audio Understanding

Speech Recognition (Video)

Transcribe Speech in a Video into Timed Text

🏷️ Image Classification

Adult Content Detection

Flag Explicit Images Automatically

🏷️ Image Classification

Gender Recognition

Classify Pedestrian Gender in Photos

🏷️ Image Classification

Object Classification

Identify What's in a Photo (1,000 Categories)

🎛️ Image Control

ControlNet XL Canny

Generate Images That Follow an Edge Map

🎛️ Image Control

ControlNet XL Union

Generate Images from Any Control Map — 6 Modes in One Model

🎛️ Image Control

Depth Anything Annotator

Turn Any Photo into a Depth Map for ControlNet

🎨 Image Edit

FireRed-1.1

Edit with Text Instructions — Best-in-Class Identity Preservation

🎨 Image Edit

LatentDiffusion (Object Removal)

Remove People, Objects, or Blemishes Seamlessly

🎨 Image Edit

QWEN-2511

Edit Images with Natural-Language Instructions

🎨 Image Edit

QWEN-Inpaint

Edit One Region, Leave the Rest Untouched

🎨 Image Edit

QWEN-Layered

Split a Flat Image into Editable Photoshop-Style Layers

🎨 Image Edit

Moebius (Object Removal)

Mask-Based Object Removal — 0.22B Parameters, 2 – 3 Seconds

🎨 Image Edit

PowerPaint

Remove, Fill From a Prompt, Rebuild a Border, or Fill a Shape

🚀 Image Generation

DeepGen-1.0

Generate & Edit in One Lightweight Model

🚀 Image Generation

GLM-Image

Generate Posters & Thumbnails with Readable Text

🚀 Image Generation

OmniGen2

Generate, Edit & Remix Images in One Model

🚀 Image Generation

SANA-Sprint 1.6B

Ultra-Fast 1024px Images in 1–4 Steps

🚀 Image Generation

Z-Image-Turbo

The Fastest Route to Photorealistic Images

🚀 Image Generation

FLUX Schnell

High-Quality Images in 1–4 Steps

🚀 Image Generation

FLUX.2 KLEIN 4B

Compact Generation with Multi-Reference Editing

🔧 Image Restoration

JPEG Quality Restoration

Clean Up Blocky, Over-Compressed JPEGs

🔧 Image Restoration

Real-World Blur Removal

Fix Motion Blur — Highest Quality, Diffusion-Based

🔧 Image Restoration

Motion Blur Removal (MSSNet)

Fix Motion Blur — Handles Uneven Blur Across the Frame

🔧 Image Restoration

Image Colorization

Bring Black-and-White Photos to Life in Color

🔧 Image Restoration

Image Denoiser

Remove Noise, Grain & Speckle from Photos

📝 Image Understanding

BLIP (Image Description)

Describe Any Image in Natural Language

📝 Image Understanding

ViLT (Image Q&A)

Ask Questions About an Image, Get Answers

📸 Image Upscaling

PiSA-SR

The Sharpest Results, with Adjustable Enhancement

📸 Image Upscaling

Swin2SR

Balanced Quality & Speed for Everyday Upscaling

📸 Image Upscaling

SwinIR

The Widest Zoom Range — Up to 8× Enlargement

📸 Image Upscaling

SMFANet+

Fast, Lightweight Image Upscaling

📸 Image Upscaling

FideSR

Enlarge Images in Your Workflow

📸 Image Upscaling

CoDSR

Upscale Images for Larger Outputs

🧠 Multimodal Language Models

Mage-VL

🧠 Multimodal Language Models

Gemma 4 E2B

Compact Vision-Language Model for Light Workloads

🧠 Multimodal Language Models

Gemma 4 31B

Flagship Vision-Language Reasoning with 256K Context

🧠 Multimodal Language Models

Qwen3.6-35B-MoE

Coding, Reasoning & Vision with Built-In Thinking

🧠 Multimodal Language Models

Qwen3.8-27B

Dense Vision-Language Reasoning with 262K Context

🧠 Multimodal Language Models

Agnes-3.0-Flash (Preview)

Graded Reasoning Depth, Open-Weights Preview

👁️ Object Detection

DETR (License Plate Detector)

Find License Plates — Chain with Blur for Anonymization

👁️ Object Detection

RF-DETR Medium

Real-Time Detection for Speed-Critical Flows

👁️ Object Detection

YOLO-S

Lightweight, Fast Detection (91 COCO Classes)

👁️ Object Detection

YOLO-S (Fashion Item Detector)

Detect Clothing & Fashion Items (46 Categories)

👁️ Object Detection

DETR

Find Everyday Objects in Any Image (91 COCO Classes)

👁️ Object Detection

DETR (Face Detector)

Find Every Face in a Photo

🤸 Pose Estimation

RF-DETR Keypoint

Real-Time Human Pose — 17 Keypoints, OpenPose-Style Skeleton

🧩 Segmentation

RF-DETR Seg Medium

Real-Time Instance Cutouts (80 COCO Classes)

🧩 Segmentation

SAM2 (Scene)

Segment Every Object Automatically — No Prompt Needed

🧩 Segmentation

SAM3.1 (Scene)

Text-Prompted Segmentation — Higher-Accuracy SAM3 Upgrade

🧩 Segmentation

SAM3 (Scene)

Segment Objects by Describing Them in Text

🧩 Segmentation

BiRefNet (Subject)

High-Quality Background Removal & Subject Cutout

📄 Text Recognition (OCR)

DeepSeekOCR

Read Multilingual Documents, Layouts & Handwriting

📄 Text Recognition (OCR)

GLM-OCR

Full Document Understanding — Layout + Text Extraction

📄 Text Recognition (OCR)

PaddleOCR

Fast Korean, Chinese, Japanese & English Text Extraction

📄 Text Recognition (OCR)

Sarashina2.2-OCR

Japanese Documents — Vertical Text, Tables & Formulas

🎬 Video Generation

Cosmos3 Nano

Text/Image-to-Video with Optional Synchronized Audio

🎬 Video Generation

Helios-Base

Highest-Quality Video Clips — Up to 60 Seconds

🎬 Video Generation

Helios-Distilled

2–3× Faster Helios for Quick Iterations

🎬 Video Generation

Wan2.2 TI2V 5B

Text- & Image-to-Video at 720p on a Single GPU

🎬 Video Generation

MiniMax H3 (Ref2VA)

Omni-Reference Video Generation with Native Stereo Audio — 5–15 s @ 24 fps

🎬 Video Generation

LTX-2.5

Turn Text, Images, or Audio into Video

📺 Video Upscaling

SparkVSR

Reference-Guided Upscaling for Short Clips

📺 Video Upscaling

FlashVSR-v1.1

Real-Time 4× Streaming Video Upscaling

📺 Video Upscaling

SeedVR2 7B

Upscale & Restore Video up to 4K — Highest-Quality Variant

🔗 External Models

🎵 Audio Model

Gemini TTS

Turn Text Into a Spoken Voiceover via Google's Gemini TTS

🎵 Audio Model

Lyria

Generate Music via Google's API

🎙️ Audio Understanding

Transcribe (Gemini)

Convert Speech into Text via Gemini

📄 Language Model

Gemini

Frontier Text Reasoning via Google's Gemini Models

📄 Language Model

ChatGPT

Frontier Text Reasoning via OpenAI's GPT Models

📄 Language Model

Claude

Frontier Text Reasoning via Anthropic's Claude Models

🚀 Image Model

Nano Banana

Fast, High-Quality Image Generation via Google's Nano Banana

🚀 Image Model

GPT Image

Image Generation & Editing via OpenAI's GPT Image

🎬 Video Model

Omni

Multimodal Video Generation via Google's Gemini Omni

🎬 Video Model

Gemini Video Analysis

Video Understanding & Analysis via Google's Gemini

🛠️ Tools

Image, Video & Audio Processing Tools

Category
Tool
What It Does
Annotation
Turn any image into a clean white-edges-on-black edge map
Blur & Effects
Quick blur with minimal processing for fast results
Blur & Effects
The safest and simplest form of Blur in the family
Blur & Effects
Apply blur effects to images for various intensity levels
Blur & Effects
Camera-Style Bokeh - Circular Disc Blur, Not Gaussian
Blur & Effects
Apply a clean, region-specific blur to any part of an image
Color Adjustments
Convert color images to grayscale
Color Adjustments
Invert colors in images for creative effects
Color Adjustments
Lightness Color Merge
Merge brightness and color information at the pixel level.
Comparison
Compare up to 4 images side-by-side for quality or differences
Comparison
Compare up to 4 texts side-by-side for quality or differences
Comparison
Compare up to 4 videos side-by-side for quality or differences
Image Blending
Blend images by adding pixel values together
Image Blending
Blend images by multiplying pixel values for overlay effects
Image Blending
Image Paste Each by Coordinates
Paste multiple images back into their original positions using coordinates.
Image Masking
Create masks by selecting its assigned class from Object Detection
Image Masking
Create masks by selecting its bounding box coordinates from Object Detection
Image Masking
Turn Written Coordinates into a Black-and-White Mask
Image Masking
Create masks and select regions for targeted processing
Image Masking
Select objects for targeted processing
Image Resizing
Auto-upscale small images to the next standard resolution tier
Image Resizing
Resize images to specific dimensions or aspect ratios
Image Resizing
Resize one image to match another's exact dimensions
Layered Tools
Stack Multiple Images Into One - Photoshop-Style Layer Compositing
Selection & Extraction
Extract segmented region by selecting its assigned class from Segmentation
Selection & Extraction
Extract segmented region by RGB color match
Selection & Extraction
Extract segmented region by selecting its color from Segmentation
Selection & Extraction
Image Crop Each by Class
Crop detected objects by class for batch processing
Selection & Extraction
Crop an image by selecting its assigned class from Object Detection
Selection & Extraction
Crop an image by its bounding box coordinates from Object Detection
Selection & Extraction
Pass through the input image only when specified text matches
Selection & Extraction
Select the first available image from multiple inputs for downstream
Selection & Extraction
Pick One Image Out of an Image List — By Index
Selection & Extraction
Put One Image Back Into a List — Replace by Index
Selection & Extraction
Manually crop any image by drawing the keep-region directly on it
Selection & Extraction
Take Select
Select the best take from a batch using evaluation results.
Selection & Extraction
Pull a Single Frame Out of a Video as an Image
Selection & Extraction
Turn an Image List Back Into a Video
Selection & Extraction
Pick One Video Out of a Video List — By Index
Selection & Extraction
Turn a Video Into an Image List — with Sampling and Frame-Count Controls
Selection & Extraction
Cut a video into highlight clips driven by a Video Analysis JSON
Text
Place text anywhere on an image
Text
Strip OCR Output Down to Just the Coordinates
Text
Merge Up to 4 Text Inputs Into One
Text
Reusable prompt templates — fill the blank with incoming text
Video Editing
Audio Edit
Cut audio, apply fades, and adjust levels before playback or mixing
Video Editing
Audio Mix
Combine audio tracks into a mixed output
Video Editing
Audio Replace / Mix
Replace or mix a video's audio, with voice ducking to keep speech clear over background audio
Video Editing
Chroma Compose
Composite green- or blue-screen footage with automatic left/right flipping and corner placement
Video Editing
Take QA
Evaluate takes in a batch to support automatic selection
Video Editing
Video Audio Extract
Extract a video's audio for transcription, editing, or reuse in another flow
Video Editing
Video Frame Hold
Create a simple two-frame animation for emphasis moments
Video Editing
Video Hit Points
Extract timing cues for placing sound effects on visual beats
Video Editing
Word-Pop Subtitles
Add box-style subtitles that appear one phrase at a time in rhythm with the content
Video Editing
Broadcast-standard loudness normalization (EBU R128, -14 LUFS / -1.5 dBTP) + true-peak limiter — publish-ready audio in one node
Video Editing
Prepend a short preview of each clip's best moment to the front — the classic cold-open attention trick
Video Editing
Animate a still image with zooms, pans, or multiple keyframes, including a 3:4 canvas option
Video Editing
Freeze the first frame while a narration audio plays over it, then join to the front of the clip — raw voiceover cold-open muxer
Video Editing
Auto jump-cut editor — trim silent gaps out of every clip for snappy talking-head pacing
Video Editing
One Whole-Video Transcript, Sliced Onto Each Clip — Automatically
Video Editing
Nudge Video Analysis segment cuts to the nearest word boundary — no more mid-word clips
Video Editing
Burn a static Title or Hook overlay onto each clip — six named look presets, three positions
Video Editing
Trim each clip to its longest continuous shot — removes mid-clip scene jumps automatically
Video Editing
Glue every clip in a list into a single continuous video, auto-normalizing resolution and frame rate
Video Editing
Measure a Video's Framing & Caption Constraints — Data for a Downstream Shorts Planner
Video Editing
Turn a Shorts Edit Plan into a Renderable EDL — The Bridge from Planning to Rendering
Video Editing
Choose the Exact Cut and Framing Inside Each Candidate Take — The Shorts Planner
Video Editing
AI-voiced cold-open narration for every clip — reads the clip's Hook or Title via Qwen3 TTS (EN / KO / auto)
Video Editing
Reframe every clip to 9:16 vertical (1080×1920) — four strategies incl. Subject-Aware punch-in for Reels / TikTok / Shorts
Video Editing
Auto-mix emotion-matched sound effects timed to each clip's peak moment — reads Video Analysis EDL metadata or falls back to keyword scan
Video Editing
Retime every clip in a batch by a single speed factor — audio pitch preserved (no chipmunk voices)
Video Editing
Burn karaoke-style word-synced subtitles onto every clip — seven presets, five fonts (CJK-ready), optional bounce animation

Last updated: Oct 16th, 2026

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