Video Training Data by Fiund / Dataset research

Data types.
A buyer’s field guide.

Compare source material, major datasets, pricing evidence, providers and acceptance criteria. Each guide focuses on a specific sourcing decision.

Research, with the evidence visible.

Public benchmark access, a commercial dataset license and a custom collection are different products. These guides identify what the sources establish, where prices are undisclosed and which requirements belong in a Fiund sourcing brief.

Dataset buyer guide ↗

Automotive repair video datasets: workshop procedures, tools and technical evidence

Scope automotive repair video with visible procedures, component evidence, specialist labels, source rights, workload estimates and realistic review.

Dataset buyer guide ↗

Dashcam and street-driving datasets: road video, LiDAR, calibration and sourcing

Compare road video, dashcam and paired LiDAR data through sensors, calibration, time alignment, benchmark terms, pricing and trip-level evaluation.

Dataset buyer guide ↗

Drone and aerial video datasets: small objects, tracking, metadata and pricing

Scope drone and aerial video datasets with target scale, camera motion, tracking, geometry, source permissions, pricing and flight-level evaluation.

Dataset buyer guide ↗

Educational and expert interview video datasets: explanations, visual evidence and evaluation

Source educational and expert interview video with grounded explanations, evidence spans, source rights, pricing models and meaningful evaluation.

Dataset buyer guide ↗

Fashion and beauty UGC video datasets: creator footage, demonstrations and licensing

Compare fashion and beauty creator footage for AI, including original sessions, action labels, product evidence, permissions, costs and sample review.

Dataset buyer guide ↗

Film, television and documentary datasets: source archives, shot structure and AI licensing

Compare film and documentary sources, source footage versus edits, temporal labels, announced AI deals, licensing questions and archive preparation.

Dataset buyer guide ↗

Golf swing video datasets: coaching, club tracking, event timing and review

Evaluate golf swing datasets through viewpoints, event frames, club visibility, measurement links, source rights, budgets and player-level splits.

Dataset buyer guide ↗

Human motion-capture datasets: pose, trajectories, video alignment and licensing

Compare human motion datasets, skeletons, pose/video alignment, AMASS and CMU terms, commercial source routes, budgets and technical acceptance.

Dataset buyer guide ↗

Screen-recording datasets: creative workflows, GUI understanding and action provenance

Compare screen videos, GUI labels and action logs for creative workflows and computer-use AI, with pricing, rights, verification and sample criteria.

Dataset buyer guide ↗

Sky and cloud sequence datasets: fixed cameras, irradiance and temporal forecasting

Evaluate sky and cloud sequences through cadence, camera geometry, sensor pairing, forecast targets, preparation costs and leakage-aware evaluation.

Dataset buyer guide ↗

Sports video datasets: full games, synchronized cameras, tracking and event labels

Scope sports video datasets with full games, synchronized cameras, event labels, tracking, source permissions, camera-hour pricing and evaluation.

Dataset buyer guide ↗

Video-caption datasets: grounded descriptions, temporal coverage, benchmarks and licensing

Compare video-caption datasets through grounded language, source lineage, annotation provenance, commercial licensing, preparation costs and evaluation.

Dataset buyer guide ↗

Wildlife video datasets: animal behavior, bird footage, tracking and ecological context

Source wildlife and bird video with behavior labels, tracks, temporal context, source evidence, pricing models and independent ecological coverage.

Your project, in focus

Tell us what should happen on screen, and for how long.

Speak directly with Jaeden Schafer at Fiund about the source material, specifications, and review your project needs.

Source fit, permissions, samples, pricing, and delivery are reviewed for the individual project.

Start with these details

  1. Model task and content categories
  2. Desired duration and total volume
  3. Video and audio specifications
  4. Overlays, edits, and content exclusions
  5. Commercial use, sample criteria, and timing
Build your project brief ↗

Original studio and recording photography. See the media notes for source context.