Create model.h

blockchain_integration/pi_network/dapi/ai/ml/tensorflow/model.h

@@ -0,0 +1,35 @@
+#ifndef MODEL_H
+#define MODEL_H
+
+#include <string>
+#include <vector>
+#include <tensorflow/cc/ops/standard_ops.h>
+#include <tensorflow/cc/saved_model/loader.h>
+#include <tensorflow/cc/saved_model/tag_constants.h>
+
+class Model {
+public:
+  Model(const std::string& model_path);
+  ~Model();
+
+  // Load the model from a file
+  void load();
+
+  // Run the model on input data
+  std::vector<float> run(const std::vector<float>& input);
+
+  // Get the model's input shape
+  std::vector<int> get_input_shape() const;
+
+  // Get the model's output shape
+  std::vector<int> get_output_shape() const;
+
+private:
+  std::string model_path_;
+  tensorflow::Session* session_;
+  tensorflow::GraphDef graph_def_;
+  std::vector<tensorflow::Tensor> inputs_;
+  std::vector<tensorflow::Tensor> outputs_;
+};
+
+#endif  // MODEL_H