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import io | |
import torch | |
from PIL import Image | |
# Model | |
model = torch.hub.load("ultralytics/yolov5", "yolov5s", pretrained=True, force_reload=True) | |
# img = Image.open("zidane.jpg") # PIL image direct open | |
# Read from bytes as we do in app | |
with open("zidane.jpg", "rb") as file: | |
img_bytes = file.read() | |
img = Image.open(io.BytesIO(img_bytes)) | |
results = model(img, size=640) # includes NMS | |
print(results.pandas().xyxy[0]) | |