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aai-institute
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ProtoTree
Fork of ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
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ProtoTree for multi-label classification
#59
sissaNassir
opened
11 months ago
3
Giorgia/prototypes explanation
#58
gpitteri
closed
9 months ago
0
Unit tests for local and global scores computation
#57
gpitteri
opened
1 year ago
0
Using distance or similarity metric for each prototype should be configurable
#56
gpitteri
opened
1 year ago
0
ProtoPNet: save learned prototype patches
#55
gpitteri
opened
1 year ago
1
Prototypes explanation computed only for batch size = 1
#54
gpitteri
opened
1 year ago
0
Giorgia/separated test model
#53
gpitteri
closed
9 months ago
0
Giorgia/save model
#52
gpitteri
closed
9 months ago
1
Implement "This looks like that because..."
#51
fariedabuzaid
closed
1 year ago
1
Implement safe model functionality
#50
fariedabuzaid
closed
1 year ago
0
Implementation of inference for ProtoPNet
#49
fariedabuzaid
closed
1 year ago
1
Fix imports
#48
AnesBenmerzoug
closed
1 year ago
0
Remove defunct args
#47
Clifford-appliedAI-GmbH
closed
1 year ago
0
Update README.md to reflect new file structure
#46
Clifford-appliedAI-GmbH
closed
1 year ago
0
Incomplete readme instructions
#45
AnesBenmerzoug
closed
1 year ago
1
Add research paper draft
#44
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add Lightning ProtoPNet model
#43
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add class for the tree half of ProtoTree
#42
Clifford-appliedAI-GmbH
closed
1 year ago
0
Prototypes and patches must be D x 1 x 1
#41
Clifford-appliedAI-GmbH
opened
1 year ago
0
Tracking Issue: Progress & Next Steps
#40
Clifford-appliedAI-GmbH
opened
1 year ago
0
Make the models work on multiple GPUs
#39
Clifford-appliedAI-GmbH
opened
1 year ago
0
Remove manual evaluation / test set code
#38
Clifford-appliedAI-GmbH
opened
1 year ago
0
The test set is used for validation
#37
Clifford-appliedAI-GmbH
opened
1 year ago
0
Make new models saveable
#36
Clifford-appliedAI-GmbH
opened
1 year ago
0
Make the models usable without the main run_model.py script
#35
Clifford-appliedAI-GmbH
opened
1 year ago
0
Switch from manual arg handling to Lightning CLI (or similar)
#34
Clifford-appliedAI-GmbH
opened
1 year ago
0
Combined version of stacked PRs
#33
Clifford-appliedAI-GmbH
closed
1 year ago
0
Assorted changes to make it easier to switch to Lightning and make ProtoPNet work
#32
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add optim.py with code that assists the optimization and scheduling
#31
Clifford-appliedAI-GmbH
closed
1 year ago
0
Introduce base.py with ProtoBase class
#30
Clifford-appliedAI-GmbH
closed
1 year ago
0
Introduce lightning models (combined PR)
#29
Clifford-appliedAI-GmbH
closed
1 year ago
1
Make code deterministic (in cases where there's no severe downsides)
#28
Clifford-appliedAI-GmbH
opened
1 year ago
0
Working branch for LLMs
#27
Clifford-appliedAI-GmbH
closed
1 year ago
0
Change color and alpha for low similarity bounding boxes
#26
Clifford-appliedAI-GmbH
closed
1 year ago
0
Connect Graphviz nodes directly instead of using strings
#25
Clifford-appliedAI-GmbH
opened
1 year ago
0
Add multi patch images from explanation
#24
Clifford-appliedAI-GmbH
closed
1 year ago
0
Improve testing
#23
Clifford-appliedAI-GmbH
opened
1 year ago
0
Minor linting improvements
#22
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add Mypy instructions
#21
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add decision flow visualizations for explanations
#20
Clifford-appliedAI-GmbH
closed
1 year ago
0
Switch from DOS to Unix line breaks
#19
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add ability for tree to produce explanations of its predictions
#18
Clifford-appliedAI-GmbH
closed
1 year ago
0
Refactor image similarity code
#17
Clifford-appliedAI-GmbH
closed
1 year ago
0
Setup linter
#16
Clifford-appliedAI-GmbH
closed
1 year ago
1
Fix tree visualization
#15
Clifford-appliedAI-GmbH
closed
1 year ago
0
Use sparse masks for derivative free leaf optimization
#14
Clifford-appliedAI-GmbH
opened
1 year ago
0
Exploit sparsity and different shaped tensors in derivative free leaf optimization
#13
Clifford-appliedAI-GmbH
opened
1 year ago
3
Cleanup unused/redundant code
#12
Clifford-appliedAI-GmbH
closed
1 year ago
0
Add various clarifying comments
#11
Clifford-appliedAI-GmbH
closed
1 year ago
0
Take the minimum Euclidean distances for prototypes instead of the maxima
#10
Clifford-appliedAI-GmbH
closed
1 year ago
0
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