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Runtime error
Alex Chan commited on
Commit ·
10fc227
1
Parent(s): d478a6c
added example script
Browse files
app.py
CHANGED
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@@ -22,6 +22,9 @@ os.environ['CUDA_VISIBLE_DEVICES'] = '-1'
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sys.path.append("Repositories/")
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from dlclive import DLCLive, Processor
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def run_Inference(input_img):
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###Detectron:
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@@ -38,13 +41,21 @@ def run_Inference(input_img):
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dlc_proc = Processor()
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dlc_liveObj = DLCLive("./Weights/DLC_DLC_Segmented_resnet_50_iteration-0_shuffle-1/", processor=dlc_proc)
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OutImg = Inference.Inference(input_img,predictor,dlc_liveObj,ScaleBBox=1,Dilate=5,DLCThreshold=0.3)
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return OutImg
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demo = gr.Interface(run_Inference,
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gr.Image(),
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"image",
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title="PigeonEverywhere",
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description="Upload a photo of a pigeon, and get 2D keypoint estimation.\nFor more info on how this was done, see:https://arxiv.org/abs/2308.15316 ")
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demo.launch()
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sys.path.append("Repositories/")
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from dlclive import DLCLive, Processor
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import os
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import cv2
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def run_Inference(input_img):
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###Detectron:
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dlc_proc = Processor()
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dlc_liveObj = DLCLive("./Weights/DLC_DLC_Segmented_resnet_50_iteration-0_shuffle-1/", processor=dlc_proc)
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OutImg = Inference.Inference(input_img,predictor,dlc_liveObj,ScaleBBox=1.2,Dilate=5,DLCThreshold=0.3)
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return OutImg
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##Get sample images
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ImgList = [os.path.join("Samples",img) for img in os.listdir("Samples")]
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# for imgPath in [os.path.join("Samples",img) for img in os.listdir("Samples")]:
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# frame = cv2.imread(filename=imgPath)
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# ImgList.append(frame)
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demo = gr.Interface(run_Inference,
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gr.Image(),
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"image",
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examples=ImgList,
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title="PigeonEverywhere",
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description="Upload a photo of a pigeon, and get 2D keypoint estimation.\nFor more info on how this was done, see:https://arxiv.org/abs/2308.15316 ")
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demo.launch()
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