Upload iNaturalist files with epoch checkpoints and better model
Browse filesWe left the model training for more epochs, so the model accuracy increased compared to previous versions
- predictions/init_scores_inaturalist/checkpoints/model.pth +1 -1
- predictions/init_scores_inaturalist/checkpoints/model_epoch_0.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_1.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_10.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_11.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_12.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_13.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_14.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_2.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_3.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_4.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_5.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_6.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_7.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_8.pth +3 -0
- predictions/init_scores_inaturalist/checkpoints/model_epoch_9.pth +3 -0
- predictions/init_scores_inaturalist/config.json +1 -1
- predictions/init_scores_inaturalist/embeddings.npy +1 -1
- predictions/init_scores_inaturalist/model_predictions.npy +1 -1
- predictions/init_scores_inaturalist/training_history.csv +15 -12
predictions/init_scores_inaturalist/checkpoints/model.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_0.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_1.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_10.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_11.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_12.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_13.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_14.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_2.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_3.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_4.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_5.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_6.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_7.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_8.pth
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predictions/init_scores_inaturalist/checkpoints/model_epoch_9.pth
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predictions/init_scores_inaturalist/config.json
CHANGED
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{
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"vision_backbone": "EfficientNet_B0",
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"epochs":
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"dataset": "inaturalist_class",
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"validation_pct": 0.1,
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"learning_rate": 0.001,
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{
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"vision_backbone": "EfficientNet_B0",
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"epochs": 15,
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"dataset": "inaturalist_class",
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"validation_pct": 0.1,
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predictions/init_scores_inaturalist/embeddings.npy
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predictions/init_scores_inaturalist/model_predictions.npy
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predictions/init_scores_inaturalist/training_history.csv
CHANGED
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epoch,train_loss,train_accuracy,validation_loss,validation_accuracy
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1,
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2,
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3,789.
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4,724.
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5,
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6,
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7,607.
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8,578.
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9,
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10,532.
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11,
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12,
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epoch,train_loss,train_accuracy,validation_loss,validation_accuracy
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