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Testing with data augmentation
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h-ssiqueira committed Jun 25, 2023
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2 changes: 2 additions & 0 deletions Notebooks/trainings/README.md
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Expand Up @@ -11,6 +11,8 @@ Transfer Learning | Freeze Layers | Balance Classes | Segmentation | Data Augmen
**:x:** | **:x:** | **:x:** | **:heavy_check_mark:** | **:x:** | **:x:** | **:x:** | **:x:** | [Notebook](convnext/convnextSegmentation.ipynb) | [Notebook](resnetv2/resnetSegmentation.ipynb) | [Notebook](xception/xceptionSegmentation.ipynb)
**:heavy_check_mark:** | **:heavy_check_mark:** | **:heavy_check_mark:** | **:heavy_check_mark:** | **:heavy_check_mark:** | **:x:** | **:heavy_check_mark:** | **:x:** | [Notebook](convnext/convnextAll.ipynb)** | [Notebook](resnetv2/resnetAll.ipynb)** | [Notebook](xception/xceptionAll.ipynb)**
**:x:** | **:x:** | **:x:** | **:x:** | **:heavy_check_mark:** | **:x:** | **:x:** | **:x:** | [Notebook](convnext/convnextDataaugmentation.ipynb)** | [Notebook](resnetv2/resnetDataaugmentation.ipynb)** | [Notebook](xception/xceptionDataaugmentation.ipynb)**
**:heavy_check_mark:** | **:heavy_check_mark:** | **:x:** | **:x:** | **:heavy_check_mark:** | **:x:** | **:x:** | **:x:** | [Notebook](convnext/convnextDataAugmentationTransf.ipynb)** | [Notebook](resnetv2/resnetDataAugmentationTransf.ipynb)** | [Notebook](xception/xceptionDataAugmentationTransf.ipynb)**
**:heavy_check_mark:** | **:heavy_check_mark:** | **:heavy_check_mark:** | **:x:** | **:heavy_check_mark:** | **:x:** | **:x:** | **:x:** | [Notebook](convnext/convnextDataAugmentationTransfBalanced.ipynb)** | [Notebook](resnetv2/resnetDataAugmentationTransfBalanced.ipynb)** | [Notebook](xception/xceptionDataAugmentationTransfBalanced.ipynb)**

Obs: Execution in Google Colaboratory with High-RAM (25.5 GB) and T4 as GPU.

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2,209 changes: 2,209 additions & 0 deletions Notebooks/trainings/convnext/convnextDataAugmentationTransf.ipynb

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2,196 changes: 2,196 additions & 0 deletions Notebooks/trainings/convnext/convnextDataAugmentationTransfBalanced.ipynb

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2,209 changes: 2,209 additions & 0 deletions Notebooks/trainings/resnetv2/resnetDataAugmentationTransf.ipynb

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2,196 changes: 2,196 additions & 0 deletions Notebooks/trainings/resnetv2/resnetDataAugmentationTransfBalanced.ipynb

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2,209 changes: 2,209 additions & 0 deletions Notebooks/trainings/xception/xceptionDataAugmentationTransf.ipynb

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2,196 changes: 2,196 additions & 0 deletions Notebooks/trainings/xception/xceptionDataAugmentationTransfBalanced.ipynb

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287 changes: 13 additions & 274 deletions analysis/database.ipynb

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