third_party/DOWNLOAD_DATA.md

Download datasets

VOC2007

To download Pascal VOC 2007 train and validation data:

cd datasets/VOC2007/
bash download_voc07.sh

The dataset should be organized as :

./datasets/VOC2007/VOCdevkit
                    ├── VOC2007/
                        ├── JPEGImages
                        ├── Annotations
                        ...

VOC2012

To download Pascal VOC 2012 train and validation data:

cd datasets/VOC2012/
bash download_voc12.sh

The dataset should be organized as :

./datasets/VOC2012/VOCdevkit
                    ├── VOC2012/
                        ├── JPEGImages
                        ├── Annotations
                        ...

COCO

To download COCO dataset:

cd datasets/COCO/
bash download_coco.sh

The dataset should be organized as :

./datasets/COCO/
               ├── images/
               ├── annotations/

CUB

To download CUB 200-2011:

cd datasets/CUB/
bash download_cub.sh

The data should be organized as

./datasets/CUB/CUB_200_2011
                    ├── images/
                    ├── images.txt
                    ├── image_sizes.txt
                        ...

The image_sizes.txt file can be generated by /dataset/CUB/compute_image_size.py

ImageNet

The data should be organized as

./datasets/ImageNet/
                    ├── ILSVRC
                        ├── Annoations
                        ├── Data
                        ├── Detection
                        ├── ImageSets
                    ├── LOC_synset_mapping.txt
                    ├── LOC_val_solution.csv

                        ...

ECSSD

To download ECSSD:

cd ../datasets/ECSSD
bash download_data.sh

The dataset should be organized as:

../datasets/ECSSD/
                  ├── img
                  ├── gt

DUTS

To download DUTS:

cd ../datasets/DUTS_Test
bash download_data.sh

The dataset should be organized as:

../datasets/DUTS_Test/
                     ├── img
                     ├── gt

DUT-OMRON

To downlaod DUT_OMRON:

cd ../datasets/DUT-OMRON
bash download_data.sh

The dataset should be organized as:

../datasets/DUT-OMRON/
                     ├── img
                     ├── gt

Download DINO checkpoint

DINO pretrained checkpoints

We initialize the model weights by using dino pretrained weights. To download the dino model, please launch the following commands:

wget https://dl.fbaipublicfiles.com/dino/dino_deitsmall16_pretrain/dino_deitsmall16_pretrain.pth # vit-s/16
wget https://dl.fbaipublicfiles.com/dino/dino_deitsmall8_pretrain/dino_deitsmall8_pretrain.pth # vit-s/8
wget https://dl.fbaipublicfiles.com/dino/dino_vitbase16_pretrain/dino_vitbase16_pretrain.pth # vit-b/16

DINO finetuned linear classifiers on ImageNet

Since Dino offered finetuned linear classifiers on ImageNet, we can simply download them by following commands:

wget https://dl.fbaipublicfiles.com/dino/dino_deitsmall16_pretrain/dino_deitsmall16_linearweights.pth #vit-s/16
wget https://dl.fbaipublicfiles.com/dino/dino_deitsmall8_pretrain/dino_deitsmall8_linearweights.pth # vit-s/8
wget https://dl.fbaipublicfiles.com/dino/dino_vitbase16_pretrain/dino_vitbase16_linearweights.pth # vit-b/16