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DianaDI
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mde
GNU General Public License v3.0
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refactor readme
#46
DianaDI
closed
3 years ago
0
fix gan, refactor
#45
DianaDI
closed
4 years ago
0
Investigate attention layers
#44
DianaDI
closed
4 years ago
1
Try Huber loss, l2 loss
#43
DianaDI
closed
4 years ago
1
improve baseline model training
#42
DianaDI
closed
4 years ago
0
merge training scripts, refactor
#41
DianaDI
closed
4 years ago
0
get absolute metrics
#40
DianaDI
closed
4 years ago
0
Report
#39
DianaDI
closed
4 years ago
0
make a comprehensive table with results
#38
DianaDI
closed
4 years ago
1
Update net losses, add visualizations, fix bugs
#37
DianaDI
closed
4 years ago
0
Current tasks
#36
DianaDI
closed
4 years ago
2
recut dataset 256x256
#35
DianaDI
closed
4 years ago
0
add masked loss (with high penalty on edges)
#34
DianaDI
closed
4 years ago
2
do not learn depth range (elevation)
#33
DianaDI
closed
4 years ago
0
remove samples with many absent points
#32
DianaDI
closed
4 years ago
0
add depth map to pc method
#31
DianaDI
closed
4 years ago
0
try out berHu, SSIM losses, and reciprocal of the depth
#30
DianaDI
closed
4 years ago
1
add interpolation on missing values
#29
DianaDI
closed
4 years ago
0
scan read papers for new improvements
#28
DianaDI
closed
4 years ago
0
change the loss, make more complex
#27
DianaDI
closed
4 years ago
1
run the model with bigger batch size on 2 gpus in parallel
#26
DianaDI
closed
4 years ago
0
find good weights for two losses
#25
DianaDI
closed
4 years ago
0
make the FP-network smaller
#24
DianaDI
closed
4 years ago
0
learn relief and depth range separately
#23
DianaDI
closed
4 years ago
0
Net
#22
DianaDI
closed
4 years ago
0
checkout regularization
#21
DianaDI
closed
4 years ago
1
log metric results to a file
#20
DianaDI
closed
4 years ago
0
solve problem of normalization
#19
DianaDI
closed
4 years ago
0
add logging and saving configs of each run, add config files
#18
DianaDI
closed
4 years ago
0
interpret results
#17
DianaDI
closed
4 years ago
0
Add support of saving/loading to/from checkpoint
#16
DianaDI
closed
4 years ago
0
normalize depth maps
#15
DianaDI
closed
4 years ago
1
add logging (inc. logging of parameters), refactor code
#14
DianaDI
closed
4 years ago
0
add plots of losses
#13
DianaDI
closed
4 years ago
0
add visualization for depth map
#12
DianaDI
closed
4 years ago
0
add evaluation metrics
#11
DianaDI
closed
4 years ago
0
add masked loss
#10
DianaDI
closed
4 years ago
0
Reshape gt depth maps into smaller size by averaging
#9
DianaDI
closed
4 years ago
0
consider smoothing loss for sparse point cloud
#8
DianaDI
closed
4 years ago
0
read depths from point cloud and fill out empty values
#7
DianaDI
closed
4 years ago
0
Filter out empty point clouds from cropped dataset
#6
DianaDI
closed
4 years ago
0
Dataset processing
#5
DianaDI
closed
4 years ago
0
Consider converting point clouds to CHMs
#4
DianaDI
closed
4 years ago
1
Implement simple neural net for depth prediction
#3
DianaDI
closed
4 years ago
5
Implement data preprocessing pipeline
#2
DianaDI
closed
4 years ago
0
Find suitable public datasets
#1
DianaDI
closed
4 years ago
0