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huitangtang authored Mar 12, 2023
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Expand Up @@ -8,7 +8,7 @@ Code release for "A New Benchmark: On the Utility of Synthetic Data with Blender

## Data preparation
1. Existing datasets. The references of the used existing datasets (e.g., VisDA-2017, ImageNet, and MetaShift) are included in the paper.
2. Our new datasets. SynSL is here, our synthesized 12.8M images of 10 classes (for supervised learning, termed SynSL); SynSL-120K is [here](https://pan.baidu.com/s/10rbAZYQfST1ZhndjOpbDuQ?pwd=av1k), including our synthesized 120K images of 10 classes (train), train+SubImageNet, and three types of test data (i.e., test_IID, test_IID_wo_BG, and test_OOD); S2RDA is [here](https://pan.baidu.com/s/17C5lRDf7cpGR1kAVS2jS-Q?pwd=61tt), including two challenging transfer tasks of S2RDA-49 and S2RDA-MS-39.
2. Our new datasets. SynSL is here, our synthesized 12.8M images of 10 classes (for supervised learning, termed SynSL); SynSL-120K is [here](https://pan.baidu.com/s/10rbAZYQfST1ZhndjOpbDuQ?pwd=av1k), including our synthesized 120K images of 10 classes (train), train+SubImageNet, and three types of test data (i.e., test_IID, test_IID_wo_BG, and test_OOD); S2RDA is [here](https://pan.baidu.com/s/17C5lRDf7cpGR1kAVS2jS-Q?pwd=61tt), including two challenging transfer tasks of S2RDA-49 and S2RDA-MS-39. Please refer to the paper for more details.

## Model training
1. Install necessary python packages.
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