Full Spectrum Style Transfer Art - Dandelion plants and flowers

in #digitalart5 years ago (edited)

I got some closeups of Dandelion flowers open, and wanted to see how the neural network interprets it. I set up my tripod and took a full spectrum photo, then an infrared and used those two with a neural network to render the color back into the photo.

profile513192.jpeg

Camera ModelLumix GH3, modified by LifePixel for Full Spectrum
LensOlympus MSC ED M. 60mm Macro lens
FilterNone
Aperturef/3.5
Shutter Speed1/4000 sec
Film Speed200
SpectrumFull Spectrum (FS)
Wavelength300 nanometers through 1200 nanometers
LocationNorth Georgia USA.

dandilionsrender4.jpeg

Going back to my office I use a technique called neural style transfer to transform my infrared content images into stylized full spectrum photos. Though things do not always go as planned, as the imagenet seems to choose strange ways to stylize.

I find it cute, like some would find a toddler using a coloring book. The algorithm gets alot that we adult humans have learned. But other things we take for granted and machine learning has a long way to go in some cases.

Link to software I used: https://github.com/ProGamerGov/neural-style-pt

These images are being hosted by Spee.ch
An image hosting service on top of the LBRY protocol.

https://spee.ch


I take pictures with a special camera. Its a Mirrorless DSLR that has been modified by Life Pixel to see light in other wavelengths. This allows my camera to see light in the Infrared [IR] around 1300 NM wavelength, through the visual spectrum and into the Ultraviolet A and B wavelengths roughly into the 300 NM wavelength.

I carry many filters on me to make the photos you see in my blog, these filters screw on my lens and help me isolate certain wavelengths for certain scenes. These filters can be IR / UV pass-through filters to assist me get a natural photo taking out the UV and IR light. Or I may use a Infrared pass-through filter capture just IR light. I can do the same with UV light as well, though I need some better filters which they can cost a few hundred dollars for true Ultraviolet pass through filters. So for right now I have B + W 403 bandpass filters that still allow some IR light in, due to their cheaper material.

There are also exotic glasses made of sapphire and germanium I am open to working with to replace my silica glass hot mirror with a material that allows even longer wavelengths of infrared to enter my cameras sensor. Special sensors, lenses and filters of that material would be needed as well, so it would be a big project but one that may give some even more unique photography results.

Addresses below to help me buy better camera equipment and support me to travel to locations to do photo and video and overall great blogs in new places. I would be happy to list some of the contributors in my posts for donations that help me along the way.

CoinAddress
BTC:bc1qhfmvd2gywg4fvrgy2kkkkyqta0g86whkt7j8r7
LTC:ltc1qdyzm5cwgt8e2373prx67yye6y9ewk0l8jf3ys9
DASH:XkSqR5DxQL3wy4kNbjqDbgbMYNih3a7ZcM
ETH:0x045f409dAe14338669730078201888636B047DC3
DOGE:DSoekC21AKSZHAcV9vqR8yYefrh8XcX92Z
ZEN:znW9mh62WDSCeBXxnVLCETMx59Ho446HJgq

For more information on how I do my photography I have a short video on that: https://steempeak.com/photography/@solominer/vqgcrs3x


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Wonderful to look at that pretty nice

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Pretty cool art bro.

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