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Interactive Classification for Deep Learning Interpretation

Home Page: https://cabreraalex.com/#/paper/interactive-classification

License: MIT License

HTML 1.16% CSS 2.60% JavaScript 87.75% Python 3.46% C 5.03%

deep-learning inpainting neural-networks visualization

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jaxball jalamao codeaudit yavuzkomecoglu harunpehlivan syyunn bruinxiong ella2le jlb226 maxcodextc drolu isa96 rajdandekar

interactive-classification's Issues

Inpainting tool does not work.

Hi! I am trying to use your inpainting tool from "inpaint" folder. I made all steps according to your instructions and program is working. But it produces wrong output.

I am running the script with this command:
python3 inpaint.py defect.jpg mask.png out.jpg

defect.jpg:

mask.png:

out.jpg

all images are 227 by 227 pixels shape.

I want to remove the skin defects but as you can see the program does not do it. It only produce some strange artifacts in the bottom left of the resulting picture. What am i doing wrong?

Refactor draw/predict functions

Join similar functionality into functions for most of the render/draw cases

Add sort option

Add a toggle to order by original classes or classification percentage.

Browser Demo?

I'd love to try this out. Is there a possibility of spinning up a simple Github Pages browser demo?

Thank you!

Top Sorting Messes Up % Change

Sorting by top generates an incorrect % change in the modified table

Investigate Class Activation Mapping

Look into class activation mapping for SqueezeNet and/or MobileNet

what missing here?

apt update
apt upgrade
shutdown -r now

then

sudo apt install curl
curl -sL https://dl.yarnpkg.com/debian/pubkey.gpg | sudo apt-key add -
echo "deb https://dl.yarnpkg.com/debian/ stable main" | sudo tee /etc/apt/sources.list.d/yarn.list
sudo apt update && sudo apt install yarn

git clone https://github.com/poloclub/interactive-classification.git
cd interactive-classification
yarn
yarn start

and show me this errors

Compiled with warnings.

./src/squeezenet/squeezenet.js
  Line 1:    'use strict' is unnecessary inside of modules  strict
  Line 12:   Unexpected use of comma operator               no-sequences
  Line 17:   Unexpected use of comma operator               no-sequences
  Line 18:   Unexpected use of comma operator               no-sequences
  Line 50:   Expected a default case                        default-case
  Line 152:  Expected a default case                        default-case
  Line 177:  Expected a default case                        default-case

./src/squeezenet/util.js
  Line 1:   'use strict' is unnecessary inside of modules  strict
  Line 13:  'i' is already defined                         no-redeclare

./src/squeezenet/imagenet_classes.js
  Line 1:  'use strict' is unnecessary inside of modules  strict

./src/inpaint.js
  Line 20:   'i' is already defined               no-redeclare
  Line 22:   Expected '===' and instead saw '=='  eqeqeq
  Line 29:   'i' is already defined               no-redeclare
  Line 30:   Expected '===' and instead saw '=='  eqeqeq
  Line 36:   'i' is already defined               no-redeclare
  Line 65:   Expected '===' and instead saw '=='  eqeqeq
  Line 66:   Expected '===' and instead saw '=='  eqeqeq
  Line 80:   Expected '===' and instead saw '=='  eqeqeq
  Line 102:  Expected '!==' and instead saw '!='  eqeqeq
  Line 134:  Expected '!==' and instead saw '!='  eqeqeq
  Line 135:  Expected '!==' and instead saw '!='  eqeqeq
  Line 141:  Expected '!==' and instead saw '!='  eqeqeq
  Line 152:  'i' is already defined               no-redeclare
  Line 153:  'j' is already defined               no-redeclare
  Line 158:  Expected '!==' and instead saw '!='  eqeqeq
  Line 163:  Expected '===' and instead saw '=='  eqeqeq

Search for the keywords to learn more about each warning.
To ignore, add // eslint-disable-next-line to the line before.

How can solved?

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