Save model using Keras.
Browse files- README.md +9 -98
- assets/summary_plot.png +2 -2
- config.json +0 -0
- metadata.json +1 -1
- model.weights.h5 +2 -2
README.md
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---
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library_name: keras
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pipeline_tag: image-to-image
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base_model:
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- vnet
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- logasja/ArcFace
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metrics:
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- TopIQ-FR
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- ArcFace Cosine Distance
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tags:
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- adversarial
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- aesthetic
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- quality
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- filter
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widget:
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- text: input
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output:
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url: ./assets/input.png
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- text: target
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output:
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url: ./assets/target.png
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- text: output
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output:
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url: ./assets/output.png
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license: gpl-3.0
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datasets:
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- logasja/FDF
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---
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<Gallery />
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Training logs [here](https://wandb.ai/spuds/auramask/runs/f7d372eab29552fe47f02d79ee52e0b8)
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"filter_num": [
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64,
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128,
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256,
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512,
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512
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],
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"n_labels": 3,
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"output_activation": "tanh",
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"pool": true,
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"res_num_ini": 1,
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"res_num_max": 3,
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"unpool": false
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}
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```
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"alpha": 0.0001,
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"batch": 64,
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"epochs": 500,
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"epsilon": 1,
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"input": "(256, 256)",
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"losses": {
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"FEAT_ArcFace": {
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"d": "cosine_similarity",
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"f": "ArcFace",
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"name": "FEAT_ArcFace",
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"reduction": "sum_over_batch_size",
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"threshold": 0.68,
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"weight": 0.1
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},
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"TopIQ": {
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"full_ref": true,
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"lower_better": false,
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"name": "TopIQ",
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"reduction": "sum_over_batch_size",
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"score_range": "~0, ~1",
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"weight": 1
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}
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},
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"mixed_precision": true,
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"optimizer": {
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"amsgrad": false,
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"beta_1": 0.9,
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"beta_2": 0.999,
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"clipnorm": 1,
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"clipvalue": null,
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"ema_momentum": 0.99,
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"ema_overwrite_frequency": null,
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"epsilon": 1e-07,
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"global_clipnorm": null,
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"gradient_accumulation_steps": null,
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"learning_rate": 9.999999747378752e-05,
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"loss_scale_factor": null,
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"name": "adam",
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"use_ema": false,
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"weight_decay": null
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},
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"seed": "BIIIIIGSTRETCH",
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"testing": 0.01,
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"training": 0.99
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}
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```
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## Model Architecture Plot
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
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---
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library_name: keras
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---
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This model has been uploaded using the Keras library and can be used with JAX,
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TensorFlow, and PyTorch backends.
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This model card has been generated automatically and should be completed by the
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model author.
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See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for
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more information.
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For more details about the model architecture, check out
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[config.json](./config.json).
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
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assets/summary_plot.png
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Git LFS Details
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Git LFS Details
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config.json
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metadata.json
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{"keras_version": "3.8.0", "date_saved": "2025-02-
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{"keras_version": "3.8.0", "date_saved": "2025-02-20@15:17:56"}
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model.weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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size 137106504
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