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model_index.json

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+{
+  "pipeline_tag": "image-classification",
+  "tags": ["keras", "image-classification"],
+  "library_name": "keras",
+  "widget": [
+    {
+      "type": "image",
+      "example": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/cats.png"
+    }
+  ]
+}

test.py

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+from huggingface_hub import InferenceClient
+
+client = InferenceClient(model="saisreesatyassss/cancer-keras")
+
+image_path = "a1.png"
+with open(image_path, "rb") as f:
+    preds = client.image_classification(f)
+
+print(preds)