Transforms digital images by applying physically-accurate camera and lens characteristics — optical artifacts, sensor behavior, compression patterns, and authentic metadata from real devices.

What it does

Entropixel simulates the full imaging pipeline of a real camera:

• Lens simulation — chromatic aberration, barrel distortion, vignetting, depth-of-field softness
• Sensor modeling — Poisson-Gaussian noise (signal-dependent, like real CMOS sensors), fixed-pattern noise
• ISP processing — color grading, tone curve, sharpening, white balance variation
• Neural texture refinement — optional diffusion-based and super-resolution passes for natural texture
• Compression artifacts — multi-pass JPEG with realistic quantization tables
• EXIF metadata — authentic profiles from 22 real cameras (Apple, Sony, Canon, Nikon, Fujifilm, Samsung, Google) with GPS, exposure data, and embedded thumbnails

Every parameter is randomized within physically plausible ranges, so each output is unique.

Use cases

• Film and photography post-production
• Dataset augmentation for computer vision research
• Camera simulation for synthetic data pipelines
• Realistic mockups and previews

LICENSE: CC BY-NC 4.0