72 lines
3.6 KiB
C++
72 lines
3.6 KiB
C++
/*******************************************************************************
|
|
* Copyright (c) 2015-2018 Skymind, Inc.
|
|
*
|
|
* This program and the accompanying materials are made available under the
|
|
* terms of the Apache License, Version 2.0 which is available at
|
|
* https://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.
|
|
*
|
|
* SPDX-License-Identifier: Apache-2.0
|
|
******************************************************************************/
|
|
|
|
//
|
|
// @author George A. Shulinok <sgazeos@gmail.com>
|
|
//
|
|
|
|
#include <system/op_boilerplate.h>
|
|
#if NOT_EXCLUDED(OP_draw_bounding_boxes)
|
|
|
|
#include <ops/declarable/headers/parity_ops.h>
|
|
#include <ops/declarable/helpers/image_draw_bounding_boxes.h>
|
|
namespace sd {
|
|
namespace ops {
|
|
OP_IMPL(draw_bounding_boxes, 3, 1, true) {
|
|
|
|
auto images = INPUT_VARIABLE(0);
|
|
auto boxes = INPUT_VARIABLE(1);
|
|
|
|
auto colors = (NDArray*) nullptr;
|
|
if (block.width() > 2) // TF v.1.x ommits color set for boxes, and use color 1.0 for fill up
|
|
colors = INPUT_VARIABLE(2); // but v.2.y require color set
|
|
|
|
auto output = OUTPUT_VARIABLE(0);
|
|
REQUIRE_TRUE(images->dataType() == output->dataType(), 0, "draw_bounding_boxes: Input and Output types "
|
|
"should be equals, but %d and %d occured.",
|
|
(int)images->dataType(), (int)output->dataType());
|
|
REQUIRE_TRUE(images->rankOf() == 4, 0, "draw_bounding_boxes: Images input should be 4D tensor, but %i occured.",
|
|
images->rankOf());
|
|
REQUIRE_TRUE(boxes->rankOf() == 3, 0, "draw_bounding_boxes: Boxes should be 3D tensor, but %i occured.",
|
|
boxes->rankOf());
|
|
if (colors) {
|
|
|
|
REQUIRE_TRUE(colors->rankOf() == 2, 0, "draw_bounding_boxes: Color set should be 2D matrix, but %i occured.",
|
|
colors->rankOf());
|
|
REQUIRE_TRUE(colors->sizeAt(1) >= images->sizeAt(3), 0, "draw_bounding_boxes: Color set last dim "
|
|
"should be not less than images depth, but "
|
|
"%lld and %lld occured.",
|
|
colors->sizeAt(1), images->sizeAt(3));
|
|
}
|
|
REQUIRE_TRUE(boxes->sizeAt(0) == images->sizeAt(0), 0, "draw_bounding_boxes: Batches for images and boxes "
|
|
"should be the same, but %lld and %lld occured.",
|
|
images->sizeAt(0), boxes->sizeAt(0));
|
|
helpers::drawBoundingBoxesFunctor(block.launchContext(), images, boxes, colors, output);
|
|
return ND4J_STATUS_OK;
|
|
}
|
|
|
|
DECLARE_TYPES(draw_bounding_boxes) {
|
|
getOpDescriptor()
|
|
->setAllowedInputTypes(0, {HALF, FLOAT32})// TF allows HALF and FLOAT32 only
|
|
->setAllowedInputTypes(1, {FLOAT32}) // as TF
|
|
->setAllowedInputTypes(2, {FLOAT32}) // as TF
|
|
->setAllowedOutputTypes({HALF, FLOAT32}); // TF allows HALF and FLOAT32 only
|
|
}
|
|
}
|
|
}
|
|
|
|
#endif
|