29 lines
947 B
YAML
29 lines
947 B
YAML
Collections:
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- Name: RelativeLocation
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Metadata:
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Training Data: ImageNet-1k
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Training Techniques:
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- SGD with Momentum
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- Weight Decay
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Training Resources: 8x V100 GPUs
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Architecture:
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- ResNet
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Paper:
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URL: https://arxiv.org/abs/1505.05192
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Title: "Unsupervised visual representation learning by context prediction"
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README: configs/selfsup/relative_loc/README.md
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Models:
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- Name: relative-loc_resnet50_8xb64-steplr-70e_in1k
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In Collection: RelativeLocation
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Metadata:
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Epochs: 70
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Batch Size: 512
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Results:
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- Task: Self-Supervised Image Classification
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Dataset: ImageNet-1k
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Metrics:
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Top 1 Accuracy: 39.65
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Config: configs/selfsup/relative_loc/relative-loc_resnet50_8xb64-steplr-70e_in1k.py
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Weights: https://download.openmmlab.com/mmselfsup/relative_loc/relative-loc_resnet50_8xb64-steplr-70e_in1k_20211213-cdd3162f.pth
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