// Copyright (c) OpenMMLab. All rights reserved. #include "restorer.h" #include "codebase/mmedit/mmedit.h" #include "core/device.h" #include "core/graph.h" #include "core/mat.h" #include "core/utils/formatter.h" #include "handle.h" using namespace mmdeploy; namespace { const Value &config_template() { // clang-format off static Value v { { "pipeline", { { "tasks", { { {"name", "det"}, {"type", "Inference"}, {"params", {{"model", "TBD"}}}, {"input", {"img"}}, {"output", {"out"}} } } }, {"input", {"img"}}, {"output", {"out"}} } } }; // clang-format on return v; } template int mmdeploy_restorer_create_impl(ModelType &&m, const char *device_name, int device_id, mm_handle_t *handle) { try { auto config = config_template(); config["pipeline"]["tasks"][0]["params"]["model"] = std::forward(m); auto restorer = std::make_unique(device_name, device_id, std::move(config)); *handle = restorer.release(); return MM_SUCCESS; } catch (const std::exception &e) { ERROR("exception caught: {}", e.what()); } catch (...) { ERROR("unknown exception caught"); } return MM_E_FAIL; } } // namespace int mmdeploy_restorer_create(mm_model_t model, const char *device_name, int device_id, mm_handle_t *handle) { return mmdeploy_restorer_create_impl(*static_cast(model), device_name, device_id, handle); } int mmdeploy_restorer_create_by_path(const char *model_path, const char *device_name, int device_id, mm_handle_t *handle) { return mmdeploy_restorer_create_impl(model_path, device_name, device_id, handle); } int mmdeploy_restorer_apply(mm_handle_t handle, const mm_mat_t *images, int count, mm_mat_t **results) { if (handle == nullptr || images == nullptr || count == 0 || results == nullptr) { return MM_E_INVALID_ARG; } try { auto restorer = static_cast(handle); Value input{Value::kArray}; for (int i = 0; i < count; ++i) { Mat _mat{images[i].height, images[i].width, PixelFormat(images[i].format), DataType(images[i].type), images[i].data, Device{"cpu"}}; input.front().push_back({{"ori_img", _mat}}); } auto output = restorer->Run(std::move(input)).value().front(); auto restorer_output = from_value>(output); auto deleter = [&](mm_mat_t *p) { mmdeploy_restorer_release_result(p, count); }; std::unique_ptr _results(new mm_mat_t[count]{}, deleter); for (int i = 0; i < count; ++i) { auto upscale = restorer_output[i]; auto &res = _results[i]; res.data = new uint8_t[upscale.byte_size()]; memcpy(res.data, upscale.data(), upscale.byte_size()); res.format = (mm_pixel_format_t)upscale.pixel_format(); res.height = upscale.height(); res.width = upscale.width(); res.type = (mm_data_type_t)upscale.type(); } *results = _results.release(); return MM_SUCCESS; } catch (const std::exception &e) { ERROR("exception caught: {}", e.what()); } catch (...) { ERROR("unknown exception caught"); } return MM_E_FAIL; } void mmdeploy_restorer_release_result(mm_mat_t *results, int count) { for (int i = 0; i < count; ++i) { delete[] results[i].data; } delete[] results; } void mmdeploy_restorer_destroy(mm_handle_t handle) { delete static_cast(handle); }