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deep-diver
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semantic-segmentation-ml-pipeline
Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
https://blog.tensorflow.org/2023/01/end-to-end-pipeline-for-segmentation-tfx-google-cloud-hugging-face.html
Apache License 2.0
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Fix title typo
#56
osanseviero
closed
1 year ago
0
Have a separate notebook for HfPusher
#55
merveenoyan
opened
1 year ago
0
Add model evaluation GitHub Action
#54
deep-diver
opened
1 year ago
0
WIP Model card
#53
merveenoyan
closed
1 year ago
9
Documentation and readability nits
#52
merveenoyan
closed
1 year ago
0
Model versioning in same repository is not possible
#51
merveenoyan
closed
1 year ago
4
document about GitHub Action
#50
deep-diver
closed
2 years ago
0
Enhance/sub readme
#49
deep-diver
closed
2 years ago
4
update to reflect dataset changes (to PETS)
#48
deep-diver
closed
2 years ago
6
modify the readme for the up-to-date description of the project
#47
deep-diver
closed
2 years ago
1
Tidy up the documents
#46
deep-diver
closed
2 years ago
0
Chore/update gradio template
#45
deep-diver
closed
2 years ago
2
Chore/remove resizing
#44
deep-diver
closed
2 years ago
3
FEAT Have model cards
#43
merveenoyan
opened
2 years ago
11
fix: Gradio app template
#42
deep-diver
closed
2 years ago
0
fix: give appropriate name to CONCRETE_INPUT
#41
deep-diver
closed
2 years ago
2
fix: remove image resizing in preprocessing step
#40
deep-diver
closed
2 years ago
0
Configure proto for SchemeGen for better understanding of the TFRecord schema
#39
sayakpaul
closed
2 years ago
0
feat: changes needed to accommodate pets datasets.
#38
sayakpaul
closed
2 years ago
25
add tfrecord parsing notebook for pets dataset
#37
deep-diver
closed
2 years ago
1
feat: TFRecords for Pets.
#36
sayakpaul
closed
2 years ago
5
Swap the dataset
#35
sayakpaul
closed
2 years ago
2
feat: hf components.
#34
sayakpaul
closed
2 years ago
0
Re-implement HFPusher
#33
deep-diver
closed
2 years ago
0
Add Evaluator to the pipeline
#32
deep-diver
closed
2 years ago
2
refactoring into smaller piecies
#31
deep-diver
closed
2 years ago
2
Add Evaluator component to the pipeline
#30
deep-diver
closed
2 years ago
2
Add Transform component to the pipeline
#29
deep-diver
closed
2 years ago
5
add script for lowres according to fullres format
#28
deep-diver
closed
2 years ago
5
Re-generate low-resolution image dataset in TFRecord
#27
deep-diver
closed
2 years ago
3
Add Transform component
#26
deep-diver
closed
2 years ago
29
conditionally enabling dataflow for ImportExampleGen
#25
deep-diver
closed
2 years ago
1
Support for larger TFRecords
#24
sayakpaul
closed
2 years ago
0
Create/host raw size input images
#23
deep-diver
closed
2 years ago
0
add: standalone gradio app.
#22
sayakpaul
closed
2 years ago
0
Add Evaluator component to the pipeline
#21
deep-diver
closed
2 years ago
2
ImportExampleGen integrated with Dataflow
#20
deep-diver
closed
2 years ago
2
Add 🤗 related custom TFX components to the Pipeline
#19
deep-diver
closed
2 years ago
11
Templating Gradio app with placeholders
#18
deep-diver
closed
2 years ago
0
feat: add gradio demo notebook
#17
sayakpaul
closed
2 years ago
5
Gradio app notebook
#16
deep-diver
closed
2 years ago
2
add inference notebook
#15
deep-diver
closed
2 years ago
11
Update readme for additional notes
#14
deep-diver
closed
2 years ago
0
fix: labels.
#13
sayakpaul
closed
2 years ago
0
Appreciation Post
#12
ayulockin
closed
2 years ago
1
refactor: tfrecord utilities to reduce image sizes.
#11
sayakpaul
closed
2 years ago
1
Feat/training
#10
deep-diver
closed
2 years ago
4
Fix TFRecord related utilities
#9
sayakpaul
closed
2 years ago
1
Feat/trainer
#8
deep-diver
closed
2 years ago
6
feat: notebook showing how to parse the generated tfrs.
#7
sayakpaul
closed
2 years ago
3
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