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talafek96
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Diffusion-AD-Project
In this project we will attempt to develop a POC for detecting anomalies in images based on the ability or inability of a DDM to reconstruct them.
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Pub/dev 2.0 ad automation shared feature
#55
talafek96
closed
1 year ago
0
Revert "Pub/dev 2.0 ad automation shared feature"
#54
talafek96
closed
1 year ago
0
CREDITS: Added credit notes (comments) where they were due.
#53
amitir22
closed
1 year ago
1
about the detection results
#52
Henry0528
closed
1 year ago
1
Pub/dev 2.0 ad automation shared feature
#51
talafek96
closed
1 year ago
3
BENCHMARK: Implement and integrate direct denoiser and fix persistent dataframe usage
#50
talafek96
closed
1 year ago
0
DENOISER: Implement ModelTimestepDirectDenoiser
#49
talafek96
closed
1 year ago
0
BENCHMARK: TRAIN: PERSISTENT-DF: Stabilization and enhancements
#48
talafek96
closed
1 year ago
0
BENCHMARK: Implement benchmark script
#47
talafek96
closed
1 year ago
0
TRAIN: Refactor some variables and function calls
#46
talafek96
closed
1 year ago
0
TRAIN: Refactor some variables and function calls
#45
talafek96
closed
1 year ago
0
Pub/dev 2.0 training shared feature
#44
talafek96
closed
1 year ago
1
SAVE: Add flags to control whether to save the ema and opt params
#43
talafek96
closed
1 year ago
0
VAL: Log reconstructed images during evaluation
#42
talafek96
closed
1 year ago
1
VAL: Log loss for evaluation
#41
talafek96
closed
1 year ago
0
TRAIN: Handle few-shot data and model loading
#40
amitir22
closed
1 year ago
0
GITIGNORE: Ignore .vscode hidden folder
#39
amitir22
closed
1 year ago
0
Thanks for your great work. Is there any code to train the model? Thank you very much
#38
927514606
closed
1 year ago
1
EXP: Add support for local GPU in PyTorch 2.1 at initial experiment
#37
amitir22
closed
1 year ago
1
JUPYTER: Comment pip installations
#36
amitir22
closed
1 year ago
1
GITIGNORE: Ignore .gitattributes file
#35
amitir22
closed
1 year ago
0
Env yml
#34
amitir22
closed
1 year ago
0
SITE: Add an HTML presentation mini-site of the project
#33
talafek96
closed
1 year ago
0
RESULTS: Upload 10-batch per category results
#32
talafek96
closed
1 year ago
0
MVTEC: added missing categories
#31
amitir22
closed
1 year ago
0
EXP: Catch ModuleNotFoundError specifically if not ran on colab
#30
talafek96
closed
1 year ago
0
MVTEC: Removed the excess amount of good samples in the carpet category
#29
amitir22
closed
1 year ago
0
DF-MANAGER: Renamed
#28
amitir22
closed
1 year ago
1
CSV-UNNAMED-HOTFIX: Fixed. Now the index column is without a title
#27
amitir22
closed
1 year ago
0
RES_MANAGER: WIP: Implementing ResultsManager class managing the results save file
#26
amitir22
closed
1 year ago
0
EXP: Create an unfinished stable version of our main experiment
#25
talafek96
closed
1 year ago
0
CONFIG: updated some configurations, made some cosmetic fixes
#24
amitir22
closed
1 year ago
0
TRANSFORMS: Fix the basic train_transforms
#23
talafek96
closed
1 year ago
0
Patchcore integration hparams listing
#22
amitir22
closed
1 year ago
0
DIFFUSION-AD: Implement class DiffusionAD
#21
talafek96
closed
1 year ago
0
Patchcore integration
#20
amitir22
closed
1 year ago
1
EXP: Use mvtec in the experiment and average using multiple iterations
#19
talafek96
closed
1 year ago
1
Implement Anomaly Scorer
#18
amitir22
closed
1 year ago
0
Implement an Anomaly scorer
#17
amitir22
closed
1 year ago
0
ERROR-MAPS: fixed __call__()
#16
amitir22
closed
1 year ago
0
Extra: "einsum up" in error_map.py
#15
amitir22
closed
1 year ago
1
ERROR-MAPS: Implement the BatchFilteredSquaredError error map generator
#14
talafek96
closed
1 year ago
0
Implement an error map generator
#13
talafek96
closed
1 year ago
0
Understand the layout and integration points of PatchCore AD
#12
talafek96
closed
1 year ago
0
DENOISER: Implement uniform model based timestep denoiser
#11
talafek96
closed
1 year ago
0
Noiser: first (and maybe last?) noiser commit.
#10
amitir22
closed
1 year ago
0
Clone guided-diffusion repo and manage to use it
#9
talafek96
closed
1 year ago
2
Watch Intro to Deep Learning lectures from Stanford's course
#8
talafek96
closed
1 year ago
2
Understand how PatchCore AD can be used for our advantage
#7
talafek96
closed
1 year ago
0
AD: Read IBM's mask-based paper
#6
talafek96
closed
1 year ago
1
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