Drazcat-AI commited on
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c4dd0da
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1 Parent(s): d960a67

Create handler.py

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  1. handler.py +14 -0
handler.py ADDED
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+ from huggingface_hub import hf_hub_download
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+ hf_hub_download(repo_id="Drazcat-AI/galletas", filename="yolov8_galletas/runs/detect/train/weights/best.pt")
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+ from ultralytics import YOLO
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+ import cv2
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+ import torch
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+ import numpy as np
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+ model = YOLO('/root/.cache/huggingface/hub/models--Drazcat-AI--galletas/snapshots/d960a6784ad838e30f01690ce813fb4dc7460bc0/yolov8_galletas/runs/detect/train/weights/best.pt')
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+ results = model('https://rocketpin-ml-images.s3.amazonaws.com/smu/visits/1120/IMG_20230609_173208_902.jpg', imgsz=800)
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+ img = cv2.imread('IMG_20230609_173208_902.jpg')
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+ img = cv2.resize(img, (640, 800))
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+
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+ for result in results:
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+ cv2.imshow("result", result)
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+ cv2.waitKey(0)