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4K Photo + Video Fine Tuning Datasets

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Overlaiapp updated a dataset about 1 month ago

Overlaiai/OregonCoastin4K

demid-overlai updated a dataset about 2 months ago

Overlaiai/SubArcticPolarBear

Overlaiapp updated a Space about 2 months ago

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LukeNeumann

posted an update about 1 month ago

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1034

I had a question about Trending datasets. Our initial dataset "Oregon Coast in 4K" was trending at #3 for video at about 700 downloads.

Over the past two days our downloads have spiked, now up to over 2,000, but the dataset has dropped down to the 3rd or 4th page of Trending.

What metrics are used to determine dataset Trending position?

1 reply

Overlaiapp

updated a dataset about 1 month ago

Overlaiai/OregonCoastin4K

Viewer • Updated Nov 26, 2024 • 296 • 1.14k • 3

LukeNeumann

posted an update about 1 month ago

Post

560

Something I've been thinking about regarding fine-tuning video models.

How well are these models trained on the fundamentals of image capture? Take shutter speed/angle, for instance.

The difference in a video with a 1/2000 speed shutter and a 1/60 speed shutter is drastic.

What about color science? HDR vs. SDR, Anamorphic vs. spherical, sensor size, aspect ratio.

Is it worth doing an open-source dataset "film school series"?

It may seem too granular but I wonder if this level of granularity makes for better downstream results.

1 reply

LukeNeumann

posted an update about 1 month ago

Post

1220

Nine years ago, I uploaded the first 8K resolution video to YouTube and I've been stockpiling 8K footage ever since: https://www.youtube.com/watch?v=sLprVF6d7Ug&t

Should @Overlaiapp release the first open-source 8K video dataset?

Could anyone even fine tune a model with this?😅

6 replies

demid-overlai

updated a dataset about 2 months ago

Overlaiai/SubArcticPolarBear

Preview • Updated Nov 19, 2024 • 43 • 1

Overlaiapp

updated a Space about 2 months ago

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README

LukeNeumann

posted an update about 2 months ago

Post

1862

Hello Hugging Face community!

I wanted to introduce myself and my company @Overlaiapp . We are a collective of filmmakers, photographers, and AI engineers working on high resolution (8K+) training data.

We plan to share a lot of our datasets with the community and are kicking things off with two curated datasets:

- Overlaiai/OregonCoastin4K

- Overlaiai/SubArcticPolarBear

Overlai.ai Dataset Features

🎥 Oversampled: Every clip is captured in stunning 8K resolution, delivering rich detail ideal for fine tuning scenic landscapes and ocean dynamics.

📸 Variance: Includes close-up details, slow-motion footage of crashing waves, sweeping landscapes, and wildlife shots.

📋 Detailed Metadata: Every clip is paired with structured metadata, including creative descriptions, precise camera movements, lens information, field of view calculations, and shot settings, ensuring AI models can fully understand and replicate real-world cinematography with accuracy.

⚙️ Consistency: Re-thinking training data at the point of capture by "overshooting" a subject, enabling models to learn more nuanced relationships and views across scenes.

🌅 Light: Shot during early morning and sunset light for optimal color contrast and dynamic range, maximizing visual quality for color and lighting-sensitive tasks.

🔍 Curation: Curated specifically for machine learning, providing clean, high-quality data for next generation model training.

demid-overlai

updated a dataset about 2 months ago

updated 2 datasets about 2 months ago

Overlaiai/OregonCoastin4K

Viewer • Updated Nov 26, 2024 • 296 • 1.14k • 3

Overlaiai/OregonCoastin4K

Viewer • Updated Nov 26, 2024 • 296 • 1.14k • 3

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