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Deeplab presets #1918

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Merged
merged 3 commits into from
Oct 14, 2024
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Deeplab presets #1918

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2251965
add preset configurations for deeplabv3
sachinprasadhs Oct 10, 2024
ea73675
fix uri
sachinprasadhs Oct 10, 2024
7ba7e3c
Add training details
sachinprasadhs Oct 11, 2024
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18 changes: 16 additions & 2 deletions keras_hub/src/models/deeplab_v3/deeplab_v3_presets.py
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Original file line number Diff line number Diff line change
@@ -1,4 +1,18 @@
"""DeepLabV3 preset configurations."""

# TODO https://github.com/keras-team/keras-hub/issues/1896,
backbone_presets = {}
backbone_presets = {
"deeplabv3_plus_resnet50_pascalvoc": {
"metadata": {
"description": (
"DeepLabV3+ model with ResNet50 as image encoder and trained on "
"augmented Pascal VOC dataset by Semantic Boundaries Dataset(SBD)"
"which is having categorical accuracy of 90.01 and 0.63 Mean IoU."
),
"params": 39190656,
"official_name": "DeepLabV3",
"path": "deeplabv3",
"model_card": "https://arxiv.org/abs/1802.02611",
},
"kaggle_handle": "kaggle://kerashub/deeplabv3/keras/deeplabv3_plus_resnet50_pascalvoc",
},
}
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