[Python] Predicted Image id and box from SSD

Discussão em 'Python' iniciado por Stack, Fevereiro 23, 2025.

  1. Stack

    Stack Membro Participativo

    How to find predicted image id and Box from SSD, I am using this GitHub link here is the test function which I want to save the image id and box

    def test(loader, net, criterion, device):
    net.eval()
    running_loss = 0.0
    running_regression_loss = 0.0
    running_classification_loss = 0.0
    num = 0
    for _, data in enumerate(loader):
    images, boxes, labels = data
    images = images.to(device)
    boxes = boxes.to(device)
    labels = labels.to(device)
    num += 1

    with torch.no_grad():
    confidence, locations = net(images)
    regression_loss, classification_loss = criterion(confidence, locations, labels, boxes)
    loss = regression_loss + classification_loss

    running_loss += loss.item()
    running_regression_loss += regression_loss.item()
    running_classification_loss += classification_loss.item()
    return running_loss / num, running_regression_loss / num, run

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