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.gitattributes

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+images/sample_1_frame_1.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_2.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_3.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_4.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_5.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_6.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_7.png filter=lfs diff=lfs merge=lfs -text
+images/sample_1_frame_8.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_1.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_2.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_3.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_4.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_5.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_6.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_7.png filter=lfs diff=lfs merge=lfs -text
+images/sample_2_frame_8.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_1.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_2.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_3.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_4.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_5.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_6.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_7.png filter=lfs diff=lfs merge=lfs -text
+images/sample_3_frame_8.png filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+license: mit
+task: image-to-parameter
+tags:
+- black-hole
+- gravitational-lensing
+- simulation
+- webxos
+- multi-modal
+- time-lapse
+datasets:
+- webxOS/blackhole
+---
+
+# webxOS Black Hole Time-Lapse Dataset
+
+This dataset contains synthetic black hole renderings with gravitational lensing, generated by a Three.js simulation in webxOS. Each sample includes a time-lapse sequence of PNG images and associated physical parameters.
+
+## Structure
+- `images/`: PNG frames named `sample_X_frame_Y.png`
+- `metadata.json`: JSON array with per-frame entries including mass, pulse speed, virtual time, lensing samples, and image file name.
+
+## Usage
+Ideal for multi-modal model training (image + parameter regression), physics-inspired ML, or satellite image study analogies.
+
+## Fields
+- `sample_id`: int
+- `frame_id`: int (time step)
+- `mass`: gravitational lensing strength (0.05–0.5)
+- `pulse_speed`: animation speed factor (0.2–2.5)
+- `virtual_time`: simulated time in seconds
+- `image_file`: relative path to PNG
+- `lensing_samples`: array of 120 radial bending values (emulated)
+
+Generated by webxOS Blackhole Generator.

metadata.json

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