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import os |
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from annotator.util import annotator_ckpts_path |
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from .api import make_detectron2_model, semantic_run |
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class OneformerCOCODetector: |
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def __init__(self): |
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remote_model_path = "https://huggingface.co./lllyasviel/Annotators/resolve/main/150_16_swin_l_oneformer_coco_100ep.pth" |
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modelpath = os.path.join(annotator_ckpts_path, "150_16_swin_l_oneformer_coco_100ep.pth") |
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if not os.path.exists(modelpath): |
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from basicsr.utils.download_util import load_file_from_url |
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load_file_from_url(remote_model_path, model_dir=annotator_ckpts_path) |
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config = os.path.join(os.path.dirname(__file__), 'configs/coco/oneformer_swin_large_IN21k_384_bs16_100ep.yaml') |
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self.model, self.meta = make_detectron2_model(config, modelpath) |
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def __call__(self, img): |
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return semantic_run(img, self.model, self.meta) |
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class OneformerADE20kDetector: |
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def __init__(self): |
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remote_model_path = "https://huggingface.co./lllyasviel/Annotators/resolve/main/250_16_swin_l_oneformer_ade20k_160k.pth" |
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modelpath = os.path.join(annotator_ckpts_path, "250_16_swin_l_oneformer_ade20k_160k.pth") |
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if not os.path.exists(modelpath): |
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from basicsr.utils.download_util import load_file_from_url |
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load_file_from_url(remote_model_path, model_dir=annotator_ckpts_path) |
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config = os.path.join(os.path.dirname(__file__), 'configs/ade20k/oneformer_swin_large_IN21k_384_bs16_160k.yaml') |
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self.model, self.meta = make_detectron2_model(config, modelpath) |
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def __call__(self, img): |
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return semantic_run(img, self.model, self.meta) |
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