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TrystAI
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restorers
Restorers provide out-of-the-box TensorFlow implementations of SoTA image and video restoration models for tasks such as low-light enhancement, denoising, deblurring, super-resolution, etc.
https://wandb.me/low-light
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feat: Add Callback for visualizing Unsupervised Low-light Enhancement Training
#71
soumik12345
opened
1 year ago
0
refactor: Inheritance Structure of UnsupervisedLOLDataLoader
#70
soumik12345
closed
1 year ago
1
docs: Deploy
#69
soumik12345
closed
1 year ago
0
docs: Add documentation for the dataloader, model, losses and inference module
#68
soumik12345
closed
1 year ago
2
docs: Add docstrings for restorers.evaluation module
#67
soumik12345
closed
1 year ago
0
Documentation: Added documentation for blocks defined for NAFNet implementation
#66
Samarendra109
closed
1 year ago
4
docs: Fill in missing Doctrings for root-level submodules
#65
soumik12345
opened
1 year ago
0
docs: Fill in missing Doctrings for inference
#64
soumik12345
closed
1 year ago
0
docs: Fill in missing Doctrings for evaluation
#63
soumik12345
closed
1 year ago
0
docs: Fill in missing Doctrings for losses
#62
soumik12345
closed
1 year ago
0
docs: Fill in missing Doctrings for models
#61
soumik12345
closed
1 year ago
1
docs: Fill in missing Doctrings for dataloaders
#60
soumik12345
closed
1 year ago
0
feat: Random Flips with same seed instead of using `tf.cond`
#59
soumik12345
opened
1 year ago
2
Train Zero-DCE and faster Zero-DCE on a Diverse Dataset
#58
soumik12345
opened
1 year ago
2
Improvement: Override middle blocks , Improvement:Allow block types o…
#57
Samarendra109
closed
1 year ago
1
Enhancement: NAFNet can take any input shapes now
#56
Samarendra109
closed
1 year ago
1
feat: UnsupervisedLOLDataLoader
#55
soumik12345
closed
1 year ago
1
fix: Zero-DCE Implementation
#54
soumik12345
closed
1 year ago
0
Add Inference
#53
soumik12345
closed
1 year ago
1
Inference
#52
soumik12345
closed
1 year ago
0
Improvement: Allowing user to override creation of middle blocks in NAFNet
#51
Samarendra109
closed
1 year ago
3
Improvement: Allowing user to set block type in NAFNet constructor
#50
Samarendra109
closed
1 year ago
0
Improvement: Allowing NAFNet to be able to accept inputs of any size.
#49
Samarendra109
closed
1 year ago
0
Training MirNetv2 and NAFNet in a Knowledge Distillation setup
#48
Samarendra109
opened
1 year ago
1
example: Train Nafnet for low-light enhancement
#47
soumik12345
closed
1 year ago
1
feat: added implementation of PSNR loss
#46
soumik12345
closed
1 year ago
0
Add implementation of HiNet (Half Instance Normalization Network for Image Restoration)
#45
Samarendra109
opened
1 year ago
0
fix: MirNetv2 Implementation
#44
soumik12345
closed
1 year ago
1
Bug: build backend is missing the 'build_editable' hook
#43
soumik12345
closed
1 year ago
6
fix: imports
#42
soumik12345
closed
1 year ago
0
gh: improve community health
#41
SauravMaheshkar
closed
1 year ago
0
feat: add MPRNet Implementation
#40
SauravMaheshkar
closed
8 months ago
0
Baseline Block addition and changes to NAFNet
#39
Samarendra109
closed
1 year ago
6
Add implementation of MAXIM
#38
soumik12345
opened
1 year ago
0
feat: Unsupervised dataloader for LoL dataset
#37
soumik12345
closed
1 year ago
1
feat: add NAFNet Implementation
#36
soumik12345
closed
1 year ago
2
Added Implementation of NAFNet
#35
Samarendra109
closed
1 year ago
1
NAFBlock Initial Changes
#34
Samarendra109
closed
1 year ago
4
feat: Create Infrastructure for evaluation and inference around various tasks
#33
soumik12345
closed
1 year ago
2
Add implementation of SwinIR
#32
soumik12345
opened
1 year ago
0
Add implementation of Noise2Noise
#31
soumik12345
opened
1 year ago
0
Add infrastructure for evaluation of models for various tasks
#30
soumik12345
closed
1 year ago
0
Add implementation of Zero-DCE++
#29
soumik12345
closed
1 year ago
3
Add Dataloader infrastructure for unpaired image restoration tasks
#28
soumik12345
opened
1 year ago
0
Add implementation of M-Net+
#27
soumik12345
opened
1 year ago
0
Add implementation of MPRNet
#26
soumik12345
opened
1 year ago
0
Add implementation of Restormer: Efficient Transformer for High-Resolution Image Restoration
#25
soumik12345
opened
1 year ago
1
Add Implementation of NAFNet: Nonlinear Activation Free Network for Image Restoration
#24
soumik12345
closed
1 year ago
5
Implementation of Zero-Reference Deep Curve Estimation for unsupervised low-light enhancement
#23
soumik12345
closed
1 year ago
6
Add implementation of unsupervised restoration models
#22
soumik12345
closed
1 year ago
0
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