Upload TrashClassificationPipeline
Browse files- config.json +13 -2
- pipeline.py +1 -1
config.json
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@@ -1,10 +1,21 @@
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{
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"architectures": [
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"MobileNetV3Model"
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],
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"auto_map": {
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"AutoConfig": "config.MobileNetV3Config",
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"AutoModelForImageClassification": "model.MobileNetV3Model"
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},
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"id2label": {
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"0": "cardboard",
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{
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"_name_or_path": "alfiannajih/trash-classification",
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"architectures": [
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"MobileNetV3Model"
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],
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"auto_map": {
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"AutoConfig": "alfiannajih/trash-classification--config.MobileNetV3Config",
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"AutoModelForImageClassification": "alfiannajih/trash-classification--model.MobileNetV3Model"
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},
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"custom_pipelines": {
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"image-classification": {
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"impl": "pipeline.TrashClassificationPipeline",
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"pt": [
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"AutoModelForImageClassification"
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],
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"tf": [],
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"type": "image"
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}
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},
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"id2label": {
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"0": "cardboard",
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pipeline.py
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@@ -34,6 +34,6 @@ class TrashClassificationPipeline(Pipeline):
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def postprocess(self, out):
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pred = F.softmax(out, dim=1).argmax(dim=1)[0]
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label = self.model.config.id2label[str(pred)]
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return label
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def postprocess(self, out):
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pred = F.softmax(out, dim=1).argmax(dim=1)[0]
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label = self.model.config.id2label[str(int(pred))]
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return label
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