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Update app.py
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app.py
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import os
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os.system('!python -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu113/torch1.10/index.html')
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os.system('!git clone -b add_dit_inference_bis https://github.com/NielsRogge/unilm.git')
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import cv2
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from detectron2.config import get_cfg
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from detectron2.utils.visualizer import ColorMode, Visualizer
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from detectron2.data import MetadataCatalog
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import gradio as gr
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# Step 1: instantiate config
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cfg = get_cfg()
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add_vit_config(cfg)
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import os
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os.system('!python -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu113/torch1.10/index.html')
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import cv2
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from detectron2.config import CfgNode as CN
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from detectron2.config import get_cfg
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from detectron2.utils.visualizer import ColorMode, Visualizer
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from detectron2.data import MetadataCatalog
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import gradio as gr
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def add_vit_config(cfg):
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"""
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Add config for VIT.
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"""
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_C = cfg
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_C.MODEL.VIT = CN()
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# CoaT model name.
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_C.MODEL.VIT.NAME = ""
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# Output features from CoaT backbone.
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_C.MODEL.VIT.OUT_FEATURES = ["layer3", "layer5", "layer7", "layer11"]
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_C.MODEL.VIT.IMG_SIZE = [224, 224]
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_C.MODEL.VIT.POS_TYPE = "shared_rel"
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_C.MODEL.VIT.DROP_PATH = 0.
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_C.MODEL.VIT.MODEL_KWARGS = "{}"
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_C.SOLVER.OPTIMIZER = "ADAMW"
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_C.SOLVER.BACKBONE_MULTIPLIER = 1.0
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_C.AUG = CN()
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_C.AUG.DETR = False
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# Step 1: instantiate config
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cfg = get_cfg()
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add_vit_config(cfg)
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