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lemma-osu
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naip-cnn
Modeling forest attributes from aerial imagery using CNNs
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Update recommended developer workflow to use remote repository
#22
aazuspan
closed
7 months ago
14
Fix data leakage caused by reshuffling before splitting
#21
aazuspan
closed
9 months ago
3
Integrate DVC (or MLFlow) to track model experiments
#20
aazuspan
opened
9 months ago
0
Data refactor
#19
aazuspan
closed
9 months ago
5
Distinguish NAIP resolution
#18
aazuspan
closed
9 months ago
0
Decide how to handle CRS transforms
#17
aazuspan
opened
11 months ago
0
Pin base image to `tensorflow/tensorflow:2.13.0-gpu-jupyter`
#16
aazuspan
closed
11 months ago
0
Latest Docker build broken
#15
aazuspan
closed
11 months ago
0
Experiment with NAIP pre-processing
#14
aazuspan
opened
11 months ago
0
Experiment with NAIP band ratios
#13
aazuspan
opened
11 months ago
0
Experiment with padding NAIP chunks for inference
#12
aazuspan
opened
11 months ago
0
Predict 2D labels
#11
aazuspan
closed
11 months ago
11
Use local Earth Engine credentials in Docker environment
#10
aazuspan
closed
12 months ago
2
Try using local EE credentials in Docker
#9
aazuspan
closed
12 months ago
0
Source control not auto-refreshing in VS Code
#8
aazuspan
closed
7 months ago
2
Dev Container slow to rebuild
#7
aazuspan
closed
1 year ago
4
Sample and train with other years and attributes
#6
aazuspan
opened
1 year ago
1
Update sampling and modeling to predict 2D outputs
#5
aazuspan
closed
11 months ago
1
Check `Dataset` performance
#4
aazuspan
closed
1 year ago
1
Evaluate more model architectures
#3
aazuspan
opened
1 year ago
0
Refactor
#2
aazuspan
closed
1 year ago
14
Benchmark training data extraction
#1
aazuspan
closed
1 year ago
1