PROJECT RUNWAY ML

By tairan hao

 

Project Brief: Exploring the different package programs in runway ML, and creating varies output from the data gathered from municipal bond art museum. Also introducing one program/algorithm models. I chose cnOCR - which is a AI system that can recognize Chinese character in different kinds of images.

Tool: Runway ML

Duration: 1 week

Credits: Runway ML models publisher

 

CNOCR MODEL INTRODUCTION

 
 
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It is a model that can recognize as much as Chinese words, letters in a picture.(Chinese letters only)

The Factor that will affect the output result -

  1. Background color

2. The complexity of words combinations

3. Contrast between the background of color and the text color

4. The size, density of the image

5. The setting (the simple/multiple)

the choice Simple indicates the simple line of words, if putting complex words as input, it may not recognize the words perfectly.

The choice multiple indicates the complex line of words.

INPUT: IMAGES

OUTPUT: Coding lines(all words recognized in the input image)

 

MODEL EXPLORATIONS

MODEL: SPACE COCO

MODEL: SPACE COCO

MODEL: ADAPTIVE STYLE TRANSFER

MODEL: ADAPTIVE STYLE TRANSFER

MODEL: DENSE POSE

MODEL: DENSE POSE

 

ARTS INPUT & OUTPUT

 
INPUT 1:DANIELLE DIMSTONCHIARO/SCURO SERIES, NO.1, 2017Watercolor on Arches 140 lb. watercolor paper16 x 20 in

INPUT 1:

DANIELLE DIMSTON

CHIARO/SCURO SERIES, NO.1, 2017

Watercolor on Arches 140 lb. watercolor paper

16 x 20 in

OUTPUT 1:from BIGBIGAN model

OUTPUT 1:

from BIGBIGAN model

INPUT 2:BARA JICHOVA TYSON"CAN YOU LOVE TWO PEOPLE AT THE SAME TIME?", 2019Digital C-print / Unique hand cut collage8.5 x 10.5 in

INPUT 2:

BARA JICHOVA TYSON

"CAN YOU LOVE TWO PEOPLE AT THE SAME TIME?", 2019

Digital C-print / Unique hand cut collage

8.5 x 10.5 in

OUTPUT 2:from BIGBIGAN model

OUTPUT 2:

from BIGBIGAN model

 
YVETTE TAMINIAUAFRAID OF NOTHING, 2009Watercolor on newspaper, NRC Next16.5 x 11.5 in

YVETTE TAMINIAU

AFRAID OF NOTHING, 2009

Watercolor on newspaper, NRC Next

16.5 x 11.5 in

OUTPUT 3:from BIGBIGAN model

OUTPUT 3:

from BIGBIGAN model

INPUT 4:AUSTIN THOMASCIRCLES OF ORANGES, BERRIES, GRAPES, 2017Monoprint with Akua Intaglio ink on paper12 x 9 in

INPUT 4:

AUSTIN THOMAS

CIRCLES OF ORANGES, BERRIES, GRAPES, 2017

Monoprint with Akua Intaglio ink on paper

12 x 9 in

OUTPUT 4:from BIGBIGAN model

OUTPUT 4:

from BIGBIGAN model