narugo1992
commited on
Commit
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c363d9a
verified
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Parent(s):
Squash camie models
Browse files- .gitattributes +35 -0
- README.md +25 -0
- initial/initial_emb_to_pred.onnx +3 -0
- initial/meta.json +20 -0
- initial/model.onnx +3 -0
- initial/model.safetensors +3 -0
- initial/model_initial_only.onnx +3 -0
- initial/preprocess.json +20 -0
- initial/refined_emb_to_pred.onnx +3 -0
- initial/selected_tags.csv +0 -0
- initial/threshold.json +272 -0
- models.parquet +3 -0
- refined/initial_emb_to_pred.onnx +3 -0
- refined/meta.json +20 -0
- refined/model.onnx +3 -0
- refined/model.safetensors +3 -0
- refined/model_initial_only.onnx +3 -0
- refined/preprocess.json +20 -0
- refined/refined_emb_to_pred.onnx +3 -0
- refined/selected_tags.csv +0 -0
- refined/threshold.json +272 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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pipeline_tag: image-classification
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base_model:
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- Camais03/camie-tagger
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language:
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- en
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tags:
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- timm
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- image
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- dghs-imgutils
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library_name: dghs-imgutils
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license: gpl-3.0
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---
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Camie Tagger ONNX Exported Version.
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# Models
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2 ONNX models exported in total.
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| Name | Params | Flops | Input Size | Features | Classes | Threshold | F1 (MI/MA) | Precision (MI/MA) | Recall (MI/MA) | Created At |
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|:--------------------------------------------------------------------------------------------|:---------|:--------|-------------:|-----------:|----------:|------------:|:--------------|:--------------------|:-----------------|:-------------|
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| [initial](https://huggingface.co/Camais03/camie-tagger/blob/main/model_initial.safetensors) | 214.1M | 64.7G | 512 | 1280 | 70527 | 0.2576 | 0.584 / 0.383 | 0.498 / 0.382 | 0.706 / 0.426 | 2025-03-11 |
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| [refined](https://huggingface.co/Camais03/camie-tagger/blob/main/model_refined.safetensors) | 334.0M | 68.1G | 512 | 2560 | 70527 | 0.2616 | 0.589 / 0.387 | 0.507 / 0.389 | 0.702 / 0.427 | 2025-03-11 |
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initial/initial_emb_to_pred.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ed26ac77a7f975bcc4c0740a7017821178cedfea3811765d8c00d3ee4383c04
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size 387765410
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initial/meta.json
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{
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"created_at": 1741666154.0,
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"flops": 64671905728.0,
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"init_num_classes": 70527,
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"init_num_features": 1280,
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"input_size": 512,
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"macro_f1": 0.38270470569601606,
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"macro_precision": 0.3817001935890566,
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"macro_recall": 0.425681498855393,
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"micro_f1": 0.584055931756222,
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"micro_precision": 0.49797922993289095,
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"micro_recall": 0.7061081282228483,
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"model_filename": "model_initial.safetensors",
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"name": "initial",
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"params": 214144479.0,
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"refined_num_classes": 70527,
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"refined_num_features": 1280,
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"repo_id": "Camais03/camie-tagger",
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"threshold": 0.25757578015327454
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}
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initial/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:f09ba2b17babf720ac3ea9663fe1556c6ccc533b6be77e56cf1b60e3de3b39d8
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size 861247559
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initial/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d81460e0c6fea1137fbe61962191e9fd0c995bcd2a7a33828c8032e2407ae8ee
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size 858956776
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initial/model_initial_only.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:891b16b8879b7852bcbf416bba6ca0ba7e87c957404d57d5d18325828296bb23
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size 861245265
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initial/preprocess.json
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{
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"stages": [
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{
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"background_color": [
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0,
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0
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],
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"interpolation": "lanczos",
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"size": [
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512,
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512
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],
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"type": "pad_to_size"
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},
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{
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"type": "to_tensor"
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}
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]
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}
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initial/refined_emb_to_pred.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:ad44e62fbf52b8dc2c6ae03699d1c886d62a0c439499a195ad99c0c78b5fadd2
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size 387765410
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initial/selected_tags.csv
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The diff for this file is too large to render.
See raw diff
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initial/threshold.json
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{
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"artist": {
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"balanced": {
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"macro_f1": 0.3775081791112728,
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| 5 |
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"micro_f1": 0.5015105740181269,
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"threshold": 0.25757578015327454
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},
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"high_precision": {
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| 9 |
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"macro_f1": 0.1749318430664357,
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| 10 |
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"micro_f1": 0.3190184049079754,
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"precision": 0.9790794979079498,
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"recall": 0.19055374592833876,
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| 13 |
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"threshold": 0.4636363685131073
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| 14 |
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},
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| 15 |
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"high_recall": {
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| 16 |
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"macro_f1": 0.4447046128382831,
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| 17 |
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"micro_f1": 0.3035714285714286,
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"precision": 0.20719381688466113,
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"recall": 0.5675895765472313,
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| 20 |
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"threshold": 0.15252526104450226
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| 21 |
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},
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| 22 |
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"macro_opt": {
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| 23 |
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"macro_f1": 0.44647840646210285,
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| 24 |
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"micro_f1": 0.2656786553406832,
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"threshold": 0.14040404558181763
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},
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"micro_opt": {
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"precision": 0.6786703601108033,
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"recall": 0.3990228013029316,
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| 32 |
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"threshold": 0.26161617040634155
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| 33 |
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}
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| 34 |
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},
|
| 35 |
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"character": {
|
| 36 |
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"balanced": {
|
| 37 |
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"macro_f1": 0.5948708178884544,
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| 38 |
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"macro_f1": 0.2783695320500294,
|
| 266 |
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"micro_f1": 0.3351134846461949,
|
| 267 |
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"precision": 0.25456389452332656,
|
| 268 |
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"recall": 0.490234375,
|
| 269 |
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"threshold": 0.26565656065940857
|
| 270 |
+
}
|
| 271 |
+
}
|
| 272 |
+
}
|