data_layer.hpp

#ifndef CAFFE_DATA_LAYER_HPP_
#define CAFFE_DATA_LAYER_HPP_
 
#include <vector>
 
#include "caffe/blob.hpp"
#include "caffe/data_transformer.hpp"
#include "caffe/internal_thread.hpp"
#include "caffe/layer.hpp"
#include "caffe/layers/base_data_layer.hpp"
#include "caffe/proto/caffe.pb.h"
#include "caffe/util/db.hpp"
 
namespace caffe {
 
template <typename Dtype>
class DataLayer : public BasePrefetchingDataLayer<Dtype> {
 public:
  explicit DataLayer(const LayerParameter& param);
  virtual ~DataLayer();
  virtual void DataLayerSetUp(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);
  virtual inline const char* type() const { return "Data"; }
  virtual inline int ExactNumBottomBlobs() const { return 0; }
  virtual inline int MinTopBlobs() const { return 1; }
  virtual inline int MaxTopBlobs() const { return 2; }
 
 protected:
  void Next();
  bool Skip();
  virtual void load_batch(Batch<Dtype>* batch);
 
  shared_ptr<db::DB> db_;
  shared_ptr<db::Cursor> cursor_;
  uint64_t offset_;
};
 
}  // namespace caffe
 
#endif  // CAFFE_DATA_LAYER_HPP_