Mercurial > hgrepos > Python2 > PyMuPDF
diff mupdf-source/thirdparty/tesseract/src/lstm/reconfig.h @ 2:b50eed0cc0ef upstream
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
The directory name has changed: no version number in the expanded directory now.
| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Mon, 15 Sep 2025 11:43:07 +0200 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/mupdf-source/thirdparty/tesseract/src/lstm/reconfig.h Mon Sep 15 11:43:07 2025 +0200 @@ -0,0 +1,83 @@ +/////////////////////////////////////////////////////////////////////// +// File: reconfig.h +// Description: Network layer that reconfigures the scaling vs feature +// depth. +// Author: Ray Smith +// +// (C) Copyright 2014, Google Inc. +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +/////////////////////////////////////////////////////////////////////// + +#ifndef TESSERACT_LSTM_RECONFIG_H_ +#define TESSERACT_LSTM_RECONFIG_H_ + +#include "matrix.h" +#include "network.h" + +namespace tesseract { + +// Reconfigures (Shrinks) the inputs by concatenating an x_scale by y_scale tile +// of inputs together, producing a single, deeper output per tile. +// Note that fractional parts are truncated for efficiency, so make sure the +// input stride is a multiple of the y_scale factor! +class Reconfig : public Network { +public: + TESS_API + Reconfig(const std::string &name, int ni, int x_scale, int y_scale); + ~Reconfig() override = default; + + // Returns the shape output from the network given an input shape (which may + // be partially unknown ie zero). + StaticShape OutputShape(const StaticShape &input_shape) const override; + + std::string spec() const override { + return "S" + std::to_string(y_scale_) + "," + std::to_string(x_scale_); + } + + // Returns an integer reduction factor that the network applies to the + // time sequence. Assumes that any 2-d is already eliminated. Used for + // scaling bounding boxes of truth data. + // WARNING: if GlobalMinimax is used to vary the scale, this will return + // the last used scale factor. Call it before any forward, and it will return + // the minimum scale factor of the paths through the GlobalMinimax. + int XScaleFactor() const override; + + // Writes to the given file. Returns false in case of error. + bool Serialize(TFile *fp) const override; + // Reads from the given file. Returns false in case of error. + bool DeSerialize(TFile *fp) override; + + // Runs forward propagation of activations on the input line. + // See Network for a detailed discussion of the arguments. + void Forward(bool debug, const NetworkIO &input, const TransposedArray *input_transpose, + NetworkScratch *scratch, NetworkIO *output) override; + + // Runs backward propagation of errors on the deltas line. + // See Network for a detailed discussion of the arguments. + bool Backward(bool debug, const NetworkIO &fwd_deltas, NetworkScratch *scratch, + NetworkIO *back_deltas) override; + +private: + void DebugWeights() override { + tprintf("Must override Network::DebugWeights for type %d\n", type_); + } + +protected: + // Non-serialized data used to store parameters between forward and back. + StrideMap back_map_; + // Serialized data. + int32_t x_scale_; + int32_t y_scale_; +}; + +} // namespace tesseract. + +#endif // TESSERACT_LSTM_SUBSAMPLE_H_
