| 12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576 |
- Collections:
- - Name: DenseNet
- Metadata:
- Training Data: ImageNet-1k
- Architecture:
- - DenseBlock
- Paper:
- URL: https://arxiv.org/abs/1608.06993
- Title: Densely Connected Convolutional Networks
- README: configs/densenet/README.md
- Models:
- - Name: densenet121_3rdparty_in1k
- Metadata:
- FLOPs: 2881695488
- Parameters: 7978856
- In Collection: DenseNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 74.96
- Top 5 Accuracy: 92.21
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/densenet/densenet121_4xb256_in1k_20220426-07450f99.pth
- Config: configs/densenet/densenet121_4xb256_in1k.py
- Converted From:
- Weights: https://download.pytorch.org/models/densenet121-a639ec97.pth
- Code: https://github.com/pytorch/vision/blob/main/torchvision/models/densenet.py
- - Name: densenet169_3rdparty_in1k
- Metadata:
- FLOPs: 3416860160
- Parameters: 14149480
- In Collection: DenseNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 76.08
- Top 5 Accuracy: 93.11
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/densenet/densenet169_4xb256_in1k_20220426-a2889902.pth
- Config: configs/densenet/densenet169_4xb256_in1k.py
- Converted From:
- Weights: https://download.pytorch.org/models/densenet169-b2777c0a.pth
- Code: https://github.com/pytorch/vision/blob/main/torchvision/models/densenet.py
- - Name: densenet201_3rdparty_in1k
- Metadata:
- FLOPs: 4365236736
- Parameters: 20013928
- In Collection: DenseNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 77.32
- Top 5 Accuracy: 93.64
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/densenet/densenet201_4xb256_in1k_20220426-05cae4ef.pth
- Config: configs/densenet/densenet201_4xb256_in1k.py
- Converted From:
- Weights: https://download.pytorch.org/models/densenet201-c1103571.pth
- Code: https://github.com/pytorch/vision/blob/main/torchvision/models/densenet.py
- - Name: densenet161_3rdparty_in1k
- Metadata:
- FLOPs: 7816363968
- Parameters: 28681000
- In Collection: DenseNet
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 77.61
- Top 5 Accuracy: 93.83
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/densenet/densenet161_4xb256_in1k_20220426-ee6a80a9.pth
- Config: configs/densenet/densenet161_4xb256_in1k.py
- Converted From:
- Weights: https://download.pytorch.org/models/densenet161-8d451a50.pth
- Code: https://github.com/pytorch/vision/blob/main/torchvision/models/densenet.py
|
