├── .gitignore ├── README.md ├── assets ├── overview.png └── results.png ├── cutpaste ├── __init__.py ├── anno.py ├── background.py ├── clip_postprocess.py ├── config │ ├── bg │ │ └── VOC │ │ │ └── 1shot │ │ │ ├── bg_template.yaml │ │ │ ├── bg_template_plus_dalle.yaml │ │ │ └── real.yaml │ ├── config.yaml │ ├── ds │ │ └── VOC.yaml │ ├── exp │ │ ├── demo_cutpaste.yaml │ │ ├── demo_syn+real.yaml │ │ ├── demo_syn.yaml │ │ └── demo_synFg.yaml │ ├── fg │ │ └── VOC │ │ │ ├── 1shot │ │ │ └── real.yaml │ │ │ └── fg_template.yaml │ └── paster │ │ └── defaults.yaml ├── foreground.py ├── paste.py ├── paster.py ├── pb.py ├── pyblur3 │ ├── BoxBlur.py │ ├── DefocusBlur.py │ ├── GaussianBlur.py │ ├── LineDictionary.py │ ├── LinearMotionBlur.py │ ├── PsfBlur.py │ ├── RandomizedBlur.py │ ├── __init__.py │ └── psf.pkl └── utils.py ├── data ├── test_data │ ├── VOC2012 │ │ ├── Annotations │ │ │ ├── 2007_000039.xml │ │ │ ├── 2007_000063.xml │ │ │ ├── 2007_000648.xml │ │ │ ├── 2007_001420.xml │ │ │ ├── 2007_001709.xml │ │ │ ├── 2007_001901.xml │ │ │ ├── 2007_002216.xml │ │ │ ├── 2007_002668.xml │ │ │ ├── 2007_002669.xml │ │ │ ├── 2007_002845.xml │ │ │ ├── 2007_003207.xml │ │ │ ├── 2007_003565.xml │ │ │ ├── 2007_003778.xml │ │ │ ├── 2007_003876.xml │ │ │ ├── 2007_004166.xml │ │ │ ├── 2007_005273.xml │ │ │ ├── 2007_005702.xml │ │ │ ├── 2007_006303.xml │ │ │ ├── 2007_006400.xml │ │ │ └── 2007_006673.xml │ │ ├── JPEGImages │ │ │ ├── 2007_000039.jpg │ │ │ ├── 2007_000063.jpg │ │ │ ├── 2007_000648.jpg │ │ │ ├── 2007_001420.jpg │ │ │ ├── 2007_001709.jpg │ │ │ ├── 2007_001901.jpg │ │ │ ├── 2007_002216.jpg │ │ │ ├── 2007_002668.jpg │ │ │ ├── 2007_002669.jpg │ │ │ ├── 2007_002845.jpg │ │ │ ├── 2007_003207.jpg │ │ │ ├── 2007_003565.jpg │ │ │ ├── 2007_003778.jpg │ │ │ ├── 2007_003876.jpg │ │ │ ├── 2007_004166.jpg │ │ │ ├── 2007_005273.jpg │ │ │ ├── 2007_005702.jpg │ │ │ ├── 2007_006303.jpg │ │ │ ├── 2007_006400.jpg │ │ │ └── 2007_006673.jpg │ │ └── SegmentationObject │ │ │ ├── 2007_000039.png │ │ │ ├── 2007_000063.png │ │ │ ├── 2007_000648.png │ │ │ ├── 2007_001420.png │ │ │ ├── 2007_001709.png │ │ │ ├── 2007_001901.png │ │ │ ├── 2007_002216.png │ │ │ ├── 2007_002668.png │ │ │ ├── 2007_002669.png │ │ │ ├── 2007_002845.png │ │ │ ├── 2007_003207.png │ │ │ ├── 2007_003565.png │ │ │ ├── 2007_003778.png │ │ │ ├── 2007_003876.png │ │ │ ├── 2007_004166.png │ │ │ ├── 2007_005273.png │ │ │ ├── 2007_005702.png │ │ │ ├── 2007_006303.png │ │ │ ├── 2007_006400.png │ │ │ └── 2007_006673.png │ ├── background │ │ ├── bg_template │ │ │ ├── forest │ │ │ │ └── A real photo of forest │ │ │ │ │ ├── 589.png │ │ │ │ │ ├── 590.png │ │ │ │ │ ├── 591.png │ │ │ │ │ ├── 593.png │ │ │ │ │ └── 598.png │ │ │ └── railway without train │ │ │ │ └── A real photo of railway without train │ │ │ │ ├── 367.png │ │ │ │ ├── 373.png │ │ │ │ ├── 429.png │ │ │ │ └── 475.png │ │ └── context_augment │ │ │ ├── 2007_000504.jpg │ │ │ └── a colored photo of an empty pile of trash on the ground │ │ │ │ └── 49.png │ │ │ ├── 2007_001609.jpg │ │ │ └── a colored photo of an empty living room │ │ │ │ └── 69.png │ │ │ ├── 2007_001764.jpg │ │ │ └── a real image of an empty grass covered field │ │ │ │ └── 71.png │ │ │ ├── 2007_002227.jpg │ │ │ └── a real image of an empty wall in a living room │ │ │ │ └── 45.png │ │ │ ├── 2007_002281.jpg │ │ │ └── a colored photo of an empty street next to a forest │ │ │ │ └── 79.png │ │ │ ├── 2007_002967.jpg │ │ │ └── a real image of an empty doorstep │ │ │ │ └── 58.png │ │ │ ├── 2007_003451.jpg │ │ │ └── a real image of an empty living room filled with furniture and a large window │ │ │ │ └── 40.png │ │ │ ├── 2007_005124.jpg │ │ │ └── a real image of an empty grass field │ │ │ │ └── 58.png │ │ │ ├── 2007_006136.jpg │ │ │ └── a real image of an empty grass near a forest │ │ │ │ └── 33.png │ │ │ ├── 2007_007585.jpg │ │ │ └── a real image of an empty grass field │ │ │ │ └── 67.png │ │ │ └── clip_postprocessed.json │ ├── foreground │ │ ├── foreground_mask │ │ │ ├── aeroplane_mask │ │ │ │ ├── The picture of an airplane on a pure background422.png │ │ │ │ ├── an airplane in a pure background449.png │ │ │ │ └── an airplane106.png │ │ │ ├── bicycle_mask │ │ │ │ ├── a bicycle in a pure background122.png │ │ │ │ ├── a bicycle in a pure background128.png │ │ │ │ └── a bicycle in a pure background225.png │ │ │ ├── bird_mask │ │ │ │ ├── a bird in a pure background162.png │ │ │ │ ├── a bird in a pure background293.png │ │ │ │ └── a bird in a pure background374.png │ │ │ ├── boat_mask │ │ │ │ ├── The picture of a boat on a pure background39.png │ │ │ │ ├── a boat in a pure background371.png │ │ │ │ └── a boat79.png │ │ │ ├── bottle_mask │ │ │ │ ├── The picture of a bottle on a pure background407.png │ │ │ │ ├── a bottle in a pure background108.png │ │ │ │ └── a bottle89.png │ │ │ ├── bus_mask │ │ │ │ ├── The picture of a bus on a pure background460.png │ │ │ │ ├── a bus105.png │ │ │ │ └── a bus410.png │ │ │ ├── car_mask │ │ │ │ ├── The picture of a car on a pure background100.png │ │ │ │ ├── The picture of a car on a pure background286.png │ │ │ │ └── a car97.png │ │ │ ├── cat_mask │ │ │ │ ├── a cat245.png │ │ │ │ ├── a cat58.png │ │ │ │ └── a cat62.png │ │ │ ├── chair_mask │ │ │ │ ├── The picture of a chair on a pure background423.png │ │ │ │ ├── a chair in a pure background301.png │ │ │ │ └── a chair402.png │ │ │ ├── cow_mask │ │ │ │ ├── a cow in a pure background9.png │ │ │ │ ├── a cow223.png │ │ │ │ └── a cow56.png │ │ │ ├── diningtable_mask │ │ │ │ ├── a dining table in a pure background63.png │ │ │ │ ├── a table123.png │ │ │ │ └── a table300.png │ │ │ ├── dog_mask │ │ │ │ ├── The picture of a dog on a pure background236.png │ │ │ │ ├── a dog in a pure background487.png │ │ │ │ └── a dog121.png │ │ │ ├── horse_mask │ │ │ │ ├── The picture of a horse on a pure background469.png │ │ │ │ ├── a horse in a pure background293.png │ │ │ │ └── a horse298.png │ │ │ ├── motorbike_mask │ │ │ │ ├── a motorbike in a pure background367.png │ │ │ │ ├── a motorbike in a pure background421.png │ │ │ │ └── a motorbike315.png │ │ │ ├── person_mask │ │ │ │ ├── a man146.png │ │ │ │ ├── a man253.png │ │ │ │ └── a man345.png │ │ │ ├── pottedplant_mask │ │ │ │ ├── a potted plant11.png │ │ │ │ ├── a potted plant374.png │ │ │ │ └── a potted plant434.png │ │ │ ├── sheep_mask │ │ │ │ ├── The picture of a sheep on a pure background212.png │ │ │ │ ├── a sheep in a pure background219.png │ │ │ │ └── a sheep351.png │ │ │ ├── sofa_mask │ │ │ │ ├── a sofa in a pure background122.png │ │ │ │ ├── a sofa in a pure background353.png │ │ │ │ └── a sofa in a pure background395.png │ │ │ ├── train_mask │ │ │ │ ├── The picture of a train on a pure background303.png │ │ │ │ ├── The picture of a train on a pure background32.png │ │ │ │ └── a train in a pure background133.png │ │ │ └── tvmonitor_mask │ │ │ │ ├── a tv monitor251.png │ │ │ │ ├── an old monitor107.png │ │ │ │ └── an old monitor426.png │ │ └── foreground_rgb │ │ │ ├── a bicycle │ │ │ └── a bicycle in a pure background │ │ │ │ ├── 122.png │ │ │ │ ├── 128.png │ │ │ │ └── 225.png │ │ │ ├── a bird │ │ │ └── a bird in a pure background │ │ │ │ ├── 162.png │ │ │ │ ├── 293.png │ │ │ │ └── 374.png │ │ │ ├── a boat │ │ │ ├── The picture of a boat on a pure background │ │ │ │ └── 39.png │ │ │ ├── a boat in a pure background │ │ │ │ └── 371.png │ │ │ └── a boat │ │ │ │ └── 79.png │ │ │ ├── a bottle │ │ │ ├── The picture of a bottle on a pure background │ │ │ │ └── 407.png │ │ │ ├── a bottle in a pure background │ │ │ │ └── 108.png │ │ │ └── a bottle │ │ │ │ └── 89.png │ │ │ ├── a bus │ │ │ ├── The picture of a bus on a pure background │ │ │ │ └── 460.png │ │ │ └── a bus │ │ │ │ ├── 105.png │ │ │ │ └── 410.png │ │ │ ├── a car │ │ │ ├── The picture of a car on a pure background │ │ │ │ ├── 100.png │ │ │ │ └── 286.png │ │ │ └── a car │ │ │ │ └── 97.png │ │ │ ├── a cat │ │ │ └── a cat │ │ │ │ ├── 245.png │ │ │ │ ├── 58.png │ │ │ │ └── 62.png │ │ │ ├── a chair │ │ │ ├── The picture of a chair on a pure background │ │ │ │ └── 423.png │ │ │ ├── a chair in a pure background │ │ │ │ └── 301.png │ │ │ └── a chair │ │ │ │ └── 402.png │ │ │ ├── a cow │ │ │ ├── a cow in a pure background │ │ │ │ └── 9.png │ │ │ └── a cow │ │ │ │ ├── 223.png │ │ │ │ └── 56.png │ │ │ ├── a dining table │ │ │ └── a dining table in a pure background │ │ │ │ └── 63.png │ │ │ ├── a dog │ │ │ ├── The picture of a dog on a pure background │ │ │ │ └── 236.png │ │ │ ├── a dog in a pure background │ │ │ │ └── 487.png │ │ │ └── a dog │ │ │ │ └── 121.png │ │ │ ├── a horse │ │ │ ├── The picture of a horse on a pure background │ │ │ │ └── 469.png │ │ │ ├── a horse in a pure background │ │ │ │ └── 293.png │ │ │ └── a horse │ │ │ │ └── 298.png │ │ │ ├── a man │ │ │ └── a man │ │ │ │ ├── 146.png │ │ │ │ ├── 253.png │ │ │ │ └── 345.png │ │ │ ├── a motorbike │ │ │ ├── a motorbike in a pure background │ │ │ │ ├── 367.png │ │ │ │ └── 421.png │ │ │ └── a motorbike │ │ │ │ └── 315.png │ │ │ ├── a potted plant │ │ │ └── a potted plant │ │ │ │ ├── 11.png │ │ │ │ ├── 374.png │ │ │ │ └── 434.png │ │ │ ├── a sheep │ │ │ ├── The picture of a sheep on a pure background │ │ │ │ └── 212.png │ │ │ ├── a sheep in a pure background │ │ │ │ └── 219.png │ │ │ └── a sheep │ │ │ │ └── 351.png │ │ │ ├── a sofa │ │ │ └── a sofa in a pure background │ │ │ │ ├── 122.png │ │ │ │ ├── 353.png │ │ │ │ └── 395.png │ │ │ ├── a table │ │ │ └── a table │ │ │ │ ├── 123.png │ │ │ │ └── 300.png │ │ │ ├── a train │ │ │ ├── The picture of a train on a pure background │ │ │ │ ├── 303.png │ │ │ │ └── 32.png │ │ │ └── a train in a pure background │ │ │ │ └── 133.png │ │ │ ├── a tv monitor │ │ │ └── a tv monitor │ │ │ │ └── 251.png │ │ │ ├── an airplane │ │ │ ├── The picture of an airplane on a pure background │ │ │ │ └── 422.png │ │ │ ├── an airplane in a pure background │ │ │ │ └── 449.png │ │ │ └── an airplane │ │ │ │ └── 106.png │ │ │ └── an old monitor │ │ │ └── an old monitor │ │ │ ├── 107.png │ │ │ └── 426.png │ ├── labels.txt │ └── train_cls-1shot.txt └── voc2012 │ ├── 1k_10_shot.json │ ├── 1k_1_shot.json │ ├── label2id.json │ ├── labels.txt │ ├── prompt_replace_original_200_selected.json │ ├── test.txt │ ├── train_1k_cls.txt │ ├── train_aug.txt │ ├── train_cls-10shot.txt │ ├── train_cls-1shot.txt │ ├── train_cls.txt │ └── val_cls.txt ├── detection ├── train.py ├── utils.py └── wandb_writer.py ├── instance_seg ├── run.sh ├── seg.py └── seg_lazy.py ├── requirements.txt ├── t2i_generate ├── background_captions.py ├── foreground_captions.py └── stable_diffusion2.py └── viz └── viz.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gyhandy/Text2Image-for-Detection/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gyhandy/Text2Image-for-Detection/HEAD/README.md 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