Fermé

Smoke and Fire Detail Enhancing Neural Network

We are looking for someone experienced building NN's, specifically image and image sequenced (or video)focused would be ideal!

Simulating CGI fire and smoke for visual effects in film is a time consuming process. We're looking for someone to help build a solution that accelerates this process by creating a 2D detail-enhancing/image-upscaling tool that specializes in smoke and fire.

Requirements

The program should be able to take in a sequence of images (PNG, TIFF or EXR)

Any fire and smoke visible in the image sequence will then be enhanced with extra details

The details in the smoke and fire should be temporally stable (so that the new details are not jittery or artificial looking, they must follow the motion of the smoke in a natural way)

The program must preserve alpha transparency (RGB+A)

More detail

In the film industry, often it is impractical to use real-world explosions on set, whether it is for safety or cost reasons. Instead, artists will simulate explosions using 3D programs and the final result will be a sequence of images of the effect, whether that is an explosion, smoke plume, shockwave, sandstorm or fire.

These then overlay the original footage using an editing software.

However, these digital simulations are often not of the highest quality, which can be due to a lack of hardware or time. This is where we hope that the neural-network based solution will help us, by taking the 2D images and synthesizing new details into the effect.

Please reply with "Know" in your subject to show you have read this post thoroughly.

Smoke and fire follow specific behaviors which we want this program to be able to account for. For example, if the image sequence is of a large plume of smoke, we hope that this program can add micro-turbulence and vorticities which you would expect to see in the real world.

We can help to collect any data sets necessary to achieve this. Per-pixel detail is the goal!

Please let us know any questions you have.

Compétences : Python, Deep Learning, Neural Networks

en voir plus : neural network matlab nntools, artificial neural network connect game application, neural network delphi, captcha neural network samples java code, create neural network matlab nntool, ocr neural network delphi, web design neural network data mining, neural network nntool, neural network matlab nntool example, artificial neural network connect game, convert neural network matlab code code, neural network programmer india freelancer, face detection neural network java, neural network free lancer, neural network using nntool, neural network freelance, neural network questions

Concernant l'employeur :
( 0 commentaires ) United States

Nº du projet : #27498628

3 freelance font une offre moyenne de $197 pour ce travail

(37 Commentaires)
6.4
omairnisarbajwa

Greetings, my name is Umair. I am a senior Client Relations Representative in DevStudio, a team of talented and experienced programmers. I would love to have an opportunity to discuss your project with you. With over Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(0 Commentaires)
0.0
JacobCavadini

Hello, I am a PhD candidate in Electrical Engineering (control systems). I'm expert in MATLAB and python programming and by strong mathematical and statistical background, have good flexibility for solve your project. Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 5 jours
(0 Commentaires)
0.0