Issues

• Use Megadetector

  uptake/autofocus#129 · Filter by author gsganden opened on Jun 27, 2020
  3

• Combine 2016-2017 and 2012-2014 datasets

  datatop-priority
  uptake/autofocus#120 · Filter by author gsganden opened on Oct 14, 2019
  15

• Jupyter notebook for un cluttering README

  docs
  uptake/autofocus#118 · Filter by author Manusreekumar opened on Oct 9, 2019

• Add a webpage interface for interacting with Autofocus

  feature
  uptake/autofocus#116 · Filter by author Manusreekumar opened on Oct 9, 2019
  3

• Host Docker Container on Uptake

  uptake/autofocus#115 · Filter by author bburns632 opened on Oct 9, 2019
  

• Automate container push with Travis

  cihelp wanted
  uptake/autofocus#111 · Filter by author gsganden opened on Aug 24, 2019
  2

• Run tests on Travis

  ci
  uptake/autofocus#110 · Filter by author gsganden opened on Aug 24, 2019

• Clean up app code

  good first issueHacktoberfesthelp wanted
  uptake/autofocus#104 · Filter by author gsganden opened on Aug 4, 2019
  3

• Version floor on pydocstyle is not ideal

  uptake/autofocus#101 · Filter by author gsganden opened on Jul 28, 2019

• Make new Lincoln Park Zoo dataset available

  data
  uptake/autofocus#97 · Filter by author gsganden opened on Jun 1, 2019

• Use exif times

  data
  uptake/autofocus#93 · Filter by author gsganden opened on May 27, 2019

• Try pretraining with North American Camera Trap Images (NACTI) dataset

  uptake/autofocus#92 · Filter by author gsganden opened on May 27, 2019
  1

• Organize issues into milestones

  adminquestion
  uptake/autofocus#68 · Filter by author jameslamb opened on Mar 4, 2019
  1

• Windows CI not set up

  ci
  uptake/autofocus#63 · Filter by author jameslamb opened on Dec 28, 2018

• Investigate hierarchical classification methods and metrics

  r&d
  uptake/autofocus#61 · Filter by author gsganden opened on Dec 23, 2018

• Address challenges raised by object of interest occupying a small part of the image

  cvr&d
  uptake/autofocus#59 · Filter by author gsganden opened on Nov 28, 2018

• Do more augmentations

  cvr&d
  uptake/autofocus#58 · Filter by author gsganden opened on Nov 21, 2018
  2

• Provide simple, clean notebook to help people get started working with the data

  docs
  uptake/autofocus#56 · Filter by author smasis001 opened on Oct 25, 2018
  5

• Look at clusters in feature space

  cv
  uptake/autofocus#49 · Filter by author gsganden opened on Oct 20, 2018

• Try off-the-shelf OpenCV pedestrian detector

  cv
  uptake/autofocus#47 · Filter by author gsganden opened on Oct 20, 2018

• Support using LIME (or similar) to see to what extent the model is paying attention to animals vs. other cues such as night/day and the background.

  cv
  uptake/autofocus#41 · Filter by author gsganden opened on Sep 26, 2018

• Try converting convolutional kernels of pretrained network to grayscale and applying to night images

  cvr&d
  uptake/autofocus#40 · Filter by author gsganden opened on Sep 26, 2018

• Try pretraining on Zamba dataset

  cvr&d
  uptake/autofocus#39 · Filter by author gsganden opened on Sep 26, 2018

• Identify potential animals and crop to them before applying classifier

  cvr&d
  uptake/autofocus#38 · Filter by author gsganden opened on Sep 26, 2018
  2

• Extract features from empty images and treat presence of animals as an anomaly detection problem

  cvr&d
  uptake/autofocus#37 · Filter by author gsganden opened on Sep 26, 2018
  4