issues
search
weecology
/
EvergladesSpeciesModel
A deepforest model for wading bird species prediction.
MIT License
1
stars
1
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
Conduct species level uncertainty evaluation
#45
ethanwhite
opened
5 months ago
0
Assess whether incorporating species spatial clustering improves sp classification
#44
ethanwhite
opened
5 months ago
0
Fit a version with an empty nest label
#43
ethanwhite
opened
5 months ago
0
Try new run with hand picked empty frames
#42
ethanwhite
closed
5 months ago
1
Add data visualization code, data, and results
#41
ethanwhite
closed
1 year ago
0
Shrink bounding boxes for smaller species & increase NMS threshold
#40
ethanwhite
closed
1 year ago
1
Check if change to NMS threshold helps with WHIB underprediction at high densities
#39
ethanwhite
closed
1 year ago
1
Handle "Unknown White" labels in species evaluation
#38
ethanwhite
closed
1 year ago
1
Fix unlabeled point in cleaned test set
#37
ethanwhite
opened
1 year ago
0
Great Blue Heron off nests
#36
bw4sz
opened
1 year ago
0
Save output in same location as model
#35
ethanwhite
closed
1 year ago
0
Save evaluation output in correct location
#34
ethanwhite
closed
1 year ago
1
Evaluation code erroring before producing output files
#33
ethanwhite
closed
1 year ago
0
No longer generating confusion matrices
#32
ethanwhite
closed
1 year ago
0
Merge experiments into main
#31
bw4sz
closed
2 years ago
2
Do we need to be training on full size images?
#30
bw4sz
opened
2 years ago
0
Use currated empty frames in separate directories
#29
ethanwhite
closed
2 years ago
0
Add some white cypress empty frames
#28
ethanwhite
opened
2 years ago
0
Store predictions on the test data for later analysis
#27
ethanwhite
closed
2 years ago
0
Refactor to support experimentation
#26
ethanwhite
closed
2 years ago
1
zoom augmentation
#25
bw4sz
opened
2 years ago
0
Empty frame detection
#24
bw4sz
opened
2 years ago
2
Allow one vs all classifiers
#23
ethanwhite
closed
2 years ago
0
Add support for weighted sampling to address class imbalance
#22
ethanwhite
closed
2 years ago
1
revisit imbalance sampling
#21
bw4sz
closed
2 years ago
1
Use global bird detector as pretraining for species model
#20
ethanwhite
closed
2 years ago
0
Start from global bird detector + empty frames
#19
ethanwhite
closed
2 years ago
0
expand the bounding box slightly.
#18
bw4sz
closed
1 year ago
5
label autoencoder for outlier detection on the training set
#17
bw4sz
opened
2 years ago
0
temporal species prediction for bird bird bird
#16
bw4sz
opened
2 years ago
0
site specific metadata
#15
bw4sz
opened
2 years ago
0
balance dataset
#14
bw4sz
opened
2 years ago
4
Clean test set for species model
#13
ethanwhite
closed
1 year ago
1
Create a cleaned test data
#12
bw4sz
closed
2 years ago
0
Neighbor attention network.
#11
bw4sz
closed
2 years ago
0
Global view during species classfication
#10
bw4sz
opened
2 years ago
0
Confusion visualization
#9
ethanwhite
closed
2 years ago
0
Add script for running experiments using SLURM
#8
ethanwhite
closed
3 years ago
0
Add script for starting experiments using SLURM
#7
ethanwhite
closed
2 years ago
0
Directly convert predicted labels using label_dict
#6
ethanwhite
closed
3 years ago
0
Don't convert predictions to categories using numpy
#5
ethanwhite
closed
3 years ago
0
Fix confusion matrix
#4
ethanwhite
closed
3 years ago
0
Make conda install more robust
#3
ethanwhite
closed
3 years ago
0
Make conda install more robust
#2
ethanwhite
closed
3 years ago
0
Make conda install more robust
#1
ethanwhite
closed
3 years ago
0