readme.md

Transfer Learning Datasets and Benchmark

Please refer to dataset.md for datasets description and download, and benchmark.md for benchmark results of popular methods.

Data download

• Transfer Learning Datasets and Benchmark
  • Data download
    • Office-Caltech10
    • Office-31
    • Office-Home
    • ImageCLEF
    • USPS+MNIST
    • VisDA-17
    • Amazon review
    • Cross-dataset Testbed
    • COIL20
    • CMU-PIE
    • VLSC
    • Animals-with-Attributes

Office-Caltech10

Download Office+Caltech original images:

• Baiduyun

Download Office+Caltech SURF dataset:

• Jianguoyun (Password: PRSZD9)
• MEGA

Download Office+Caltech DeCAF dataset:

• Jianguoyun (Password: cnfjmc)
• MEGA

Office-31

Download Office-31 raw images:

• Jianguoyun (Password: FcaDrw)
• MEGA
• Azure (supports wget)

Download Office-31 Resnet-50 features:

• Jianguoyun (Password: eS5fMT)
• MEGA
• Azure (Supports wget)

Download Office-31 DeCAF6 and DeCAF7 features:

• Jianguoyun (Password: qqLA7D)

Office-Home

Download original images:

• Jianguoyun (Password: 726GYD)
• Azure (Supports wget)

Download ResNet-50 pre-trained features:

• Baiduyun
• MEGA
• Azure (Supports wget)

ImageCLEF

Download original images:

• Jianguoyun (Password: e5v8GG)
• MEGA
• Azure (Supports wget)

Download ResNet-50 pre-trained features:

• Baiduyun
• MEGA
• Azure (Supports wget)

USPS+MNIST

Download MNIST+USPS SURF dataset:

• MEGA
• Jianguoyun (Password: kQujmV)

VisDA-17

Download the VisDA-classification dataset

Download the VisDA-segmentation dataset

Download VisDA classification dataset features by ResNet-50 | Download from MEGA

Amazon review

Downlaod Amazon review dataset:

• Mega
• Jianguoyun (Password: AXMDi5)
• Azure (Supports wget)

Cross-dataset Testbed

Download the Cross-dataset testbed

COIL20

Download COIL20 SURF dataset [MEGA|Baiduyun]

CMU-PIE

Download PIE SURF dataset:

• MEGA
• Jianguoyun (Password: gWDSkq)

VLSC

Download the VLSC DeCAF dataset:

• MEGA
• Jianguoyun (Password: FxQLfH)

Animals-with-Attributes

Download the SURF/SIFT/DeCAF features [MEGA|Baiduyun]