datasciencecampus/laika

Issues

• Unexpected token error when trying to build using npm

  #37 opened 2 years ago by bundle-adjuster
  0

• skynet data

  #38 opened 4 years ago by jaimebayes
  0

• no pre-trained weights provided

  #36 opened 5 years ago by margokhokhlova
  1

• Implement signed distance transform

  #12 opened 6 years ago by phil8192
  0

• Class rebalancing

  #26 opened 6 years ago by phil8192
  0

• Get theano working on macbook

  #27 opened 6 years ago by phil8192
  0

• Model parameter versioning

  #28 opened 6 years ago by phil8192
  0

• Dockerise

  #31 opened 6 years ago by phil8192
  0

• tidy up and make repo public.

  #34 opened 6 years ago by phil8192
  0

• Try to find pre-labelled Sentinel 2 image data (Earth observation)

  #8 opened 6 years ago by phil8192
  0

• Google satellite image API pre-processing

  #9 opened 6 years ago by phil8192
  0

• Setup github

  #1 opened 7 years ago by phil8192
  1

• Identify satellite training data (we hope to find pre-labelled images) perhaps from Kaggle?

  #4 opened 7 years ago by phil8192
  3

• Skywalker

  #33 opened 7 years ago by sonjW
  4

• Write up initial findings + do quick show and tell.

  #19 opened 7 years ago by phil8192
  1

• Clean code + repo

  #18 opened 7 years ago by phil8192
  0

• test

  #32 opened 7 years ago by phil8192
  0

• Make notebook with training methodology, results + visualisation of segmentation produced by model on test set

  #17 opened 7 years ago by phil8192
  0

• feed forward single image

  #30 opened 7 years ago by phil8192
  0

• Slides for GEOS visit

  #29 opened 7 years ago by phil8192
  0

• feedforward + visualise

  #20 opened 7 years ago by phil8192
  2

• Setup cuda on gpu machine

  #23 opened 7 years ago by phil8192
  1

• log training epoch errors and persist network weights at training checkpoints

  #25 opened 7 years ago by phil8192
  0

• split training data into training/validation subsets

  #24 opened 7 years ago by phil8192
  0

• Train model on skynet-data

  #16 opened 7 years ago by phil8192
  1

• Cache training data

  #21 opened 7 years ago by phil8192
  0

• Error when checking model target

  #22 opened 7 years ago by phil8192
  0

• Prepare skynet-data to feed to model

  #15 opened 7 years ago by phil8192
  1

• Choose model to implement first

  #13 opened 7 years ago by phil8192
  0

• Implement (selected) model

  #14 opened 7 years ago by phil8192
  0

• Identify existing models - including off the shelf/pre-trained + different architectures + non-neural network specific techniques.

  #6 opened 7 years ago by phil8192
  0

• Use mapbox satellite tiles + open street map land use masks from Skynet to form a training/validation set

  #11 opened 7 years ago by phil8192
  5

• Evaluate skynet-data

  #10 opened 7 years ago by phil8192
  1

• Identify potential satellite data with bias toward open/non-proprietary datasets.

  #5 opened 7 years ago by phil8192
  1

• Define project success criteria

  #2 opened 7 years ago by phil8192
  3

• Define project brief using campus template

  #3 opened 7 years ago by phil8192
  0

• test

  #7 opened 7 years ago by phil8192
  0