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Issues: uptake/autofocus
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Combine 2016-2017 and 2012-2014 datasets
data
Preparing and sharing data
top-priority
#120
opened Oct 14, 2019 by
gsganden
Jupyter notebook for un cluttering README
docs
Documentation work
#118
opened Oct 9, 2019 by
Manusreekumar
Add a webpage interface for interacting with Autofocus
feature
New functionality
#116
opened Oct 9, 2019 by
Manusreekumar
Automate container push with Travis
ci
Continuous integration work
help wanted
Extra attention is needed
#111
opened Aug 24, 2019 by
gsganden
Clean up app code
good first issue
Good for newcomers
Hacktoberfest
help wanted
Extra attention is needed
#104
opened Aug 4, 2019 by
gsganden
Make new Lincoln Park Zoo dataset available
data
Preparing and sharing data
#97
opened Jun 1, 2019 by
gsganden
Try pretraining with North American Camera Trap Images (NACTI) dataset
#92
opened May 27, 2019 by
gsganden
Organize issues into milestones
admin
Administrative work
question
Further information is requested
#68
opened Mar 4, 2019 by
jameslamb
Investigate hierarchical classification methods and metrics
r&d
Research & Development, i.e. a promising but unproven idea
#61
opened Dec 23, 2018 by
gsganden
Address challenges raised by object of interest occupying a small part of the image
cv
Computer vision work
r&d
Research & Development, i.e. a promising but unproven idea
#59
opened Nov 28, 2018 by
gsganden
Do more augmentations
cv
Computer vision work
r&d
Research & Development, i.e. a promising but unproven idea
#58
opened Nov 21, 2018 by
gsganden
Provide simple, clean notebook to help people get started working with the data
docs
Documentation work
#56
opened Oct 25, 2018 by
smasis001
Try off-the-shelf OpenCV pedestrian detector
cv
Computer vision work
#47
opened Oct 20, 2018 by
gsganden
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
Computer vision work
#41
opened Sep 26, 2018 by
gsganden
Try converting convolutional kernels of pretrained network to grayscale and applying to night images
cv
Computer vision work
r&d
Research & Development, i.e. a promising but unproven idea
#40
opened Sep 26, 2018 by
gsganden
Try pretraining on Zamba dataset
cv
Computer vision work
r&d
Research & Development, i.e. a promising but unproven idea
#39
opened Sep 26, 2018 by
gsganden
Identify potential animals and crop to them before applying classifier
cv
Computer vision work
r&d
Research & Development, i.e. a promising but unproven idea
#38
opened Sep 26, 2018 by
gsganden
Extract features from empty images and treat presence of animals as an anomaly detection problem
cv
Computer vision work
r&d
Research & Development, i.e. a promising but unproven idea
#37
opened Sep 26, 2018 by
gsganden
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