Create scafolding for inception A test

2025-11-05 17:34:21 +00:00 · 2024-06-02 19:31:35 +02:00
parent a4a2801ee4
commit 3fee9fde6f
2 changed files with 217 additions and 3 deletions
--- a/tools/utils.py
+++ b/tools/utils.py
@@ -47,14 +47,14 @@ def print_model_parameters(model: torch.nn.Module):
        print(name, param.numel())


-def predict(model, image_path, preprocess=None):
+def predict(model, image_path, resize=299, crop=299, preprocess=None):
    input_image = Image.open(image_path)

    if preprocess is None:
        preprocess = transforms.Compose(
            [
-                transforms.Resize(299),
-                transforms.CenterCrop(299),
+                transforms.Resize(resize),
+                transforms.CenterCrop(crop),
                transforms.ToTensor(),
                transforms.Normalize(
                    mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]