Dataset builder for AI video/image generation teams

AI-ready video/image datasets
from raw media

Auto-split videos into clips, describe images, generate rich motion/camera/action captions, verify with human reviewers, and export clean JSONL/TXT datasets for video/image AI training.

Data preview

Dataset Preview Example

Interactive visualization of our multimodal AI dataset outputs for both Video and Image models.

Isolated Clips / Scenes

JSONL Line Output Preview
{
  "scene_id": "scene_01",
  "start": "00:00.000",
  "end": "00:01.533",
  "actions": [
    "hitting",
    "hammering",
    "assembling",
    "constructing"
  ],
  "camera_angle": "Medium shot, eye-level",
  "quality": 0.95
}
Scene metadata fields parsed by DyenceQuality: 95%
Scene Caption (For Text-to-Video Models)

"A man is shown assembling a large wooden bed frame indoors, using a sledgehammer to secure a joint between two wooden beams supported by concrete blocks."

Camera AngleMedium shot, eye-level
Camera MotionStatic
EnvironmentIndoor setting with plain wall and decorative niche
Segment Time00:00.000 - 00:01.533
Actions Extracted
hittinghammeringassemblingconstructing
Objects Catalogued
mansledgehammerwooden bed framewooden headboardwooden beamconcrete support blockswall
Visual verification: Approved by Reviewer #12

How It Works

Transform raw footage/images into robust, formatted datasets in four simple steps.

01
Upload

1. Upload Raw Videos/Images

Drag & drop folders of raw videos/images or bulk import links from YouTube or external direct MP4 URLs.

02
Analyze

2. Segment & Label

Dyence detects video scene boundaries, and output rich captions detailing actions, motion, camera angles, and OCR overlays.

03
Verify

3. Human Verification

Send critical training pairs to expert human reviewers to verify caption alignment, correct labels, and clean coordinates.

04
Export

4. Multi-Format Export

Export datasets as structured JSONL lines, ready to push to Hugging Face, or format directly into WebDataset archives.

High-Performance Dataset Features

Purpose-built tools configured specifically for training robust video/image generative models.

Multimodal Captions

Generate descriptive text pairs containing action captions, object categories, speech transcripts, and camera positions automatically.

Variance Cuts

Dyence Identify scene changes mathematically on the client or server prior to API processing, minimizing redundant frame analysis charges.

Secure Cloud Archiving

Direct compatibility with secure cloud object storage architectures, ensuring fast upload speeds and zero egress costs.

Human-In-The-Loop

Integrated workflow tools that support human review validation steps, ensuring near-perfect ground truth alignment for your models.

Simple, Graduated Pricing

Only pay for the exact volume you process. Use the estimator below to choose your minutes and see your estimated dataset output.

0 min250 min500 min750 min1000+ min

Graduated Pricing Tiers

Tier 11 - 100 min$0.50/min
Tier 2101 - 500 min$0.40/min
Tier 3501+ min$0.25/min

Estimated Output Dataset

Based on 150 minutes of video/image processing

Estimated Video Scenes (1-10s)
~1,800 scenes isolated
Estimated Dataset Images
~9,000 keyframes extracted
AI Processing:$70.00
Estimated Total
$70.00
/ month billing estimate
Direct Upfront Payment: You will be charged the total directly at Stripe checkout today. The purchased minutes will be added to your account credits immediately.

Start building AI-ready video/image datasets today

Deploy raw videos/images and extract rich labels with mathematical bounding boxes, captions, and human verification tools in minutes.