xref: /aosp_15_r20/external/ComputeLibrary/arm_compute/graph/nodes/DetectionOutputLayerNode.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2018-2019 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #ifndef ARM_COMPUTE_GRAPH_DETECTION_OUTPUT_LAYER_NODE_H
25*c217d954SCole Faust #define ARM_COMPUTE_GRAPH_DETECTION_OUTPUT_LAYER_NODE_H
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "arm_compute/graph/INode.h"
28*c217d954SCole Faust 
29*c217d954SCole Faust namespace arm_compute
30*c217d954SCole Faust {
31*c217d954SCole Faust namespace graph
32*c217d954SCole Faust {
33*c217d954SCole Faust /** DetectionOutput Layer node */
34*c217d954SCole Faust class DetectionOutputLayerNode final : public INode
35*c217d954SCole Faust {
36*c217d954SCole Faust public:
37*c217d954SCole Faust     /** Constructor
38*c217d954SCole Faust      *
39*c217d954SCole Faust      * @param[in] detection_info DetectionOutput Layer information
40*c217d954SCole Faust      */
41*c217d954SCole Faust     DetectionOutputLayerNode(DetectionOutputLayerInfo detection_info);
42*c217d954SCole Faust     /** DetectionOutput metadata accessor
43*c217d954SCole Faust      *
44*c217d954SCole Faust      * @return DetectionOutput Layer info
45*c217d954SCole Faust      */
46*c217d954SCole Faust     DetectionOutputLayerInfo detection_output_info() const;
47*c217d954SCole Faust     /** Computes detection output output descriptor
48*c217d954SCole Faust      *
49*c217d954SCole Faust      * @param[in] input_descriptor Input descriptor
50*c217d954SCole Faust      * @param[in] info             DetectionOutput operation attributes
51*c217d954SCole Faust      *
52*c217d954SCole Faust      * @return Output descriptor
53*c217d954SCole Faust      */
54*c217d954SCole Faust     static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, const DetectionOutputLayerInfo &info);
55*c217d954SCole Faust 
56*c217d954SCole Faust     // Inherited overridden methods:
57*c217d954SCole Faust     NodeType         type() const override;
58*c217d954SCole Faust     bool             forward_descriptors() override;
59*c217d954SCole Faust     TensorDescriptor configure_output(size_t idx) const override;
60*c217d954SCole Faust     void accept(INodeVisitor &v) override;
61*c217d954SCole Faust 
62*c217d954SCole Faust private:
63*c217d954SCole Faust     DetectionOutputLayerInfo _info;
64*c217d954SCole Faust 
65*c217d954SCole Faust     // Each detection contains a bounding box, given by its coordinates xmin, ymin, xmax, ymax, associated at the respective image, label and a confidence
66*c217d954SCole Faust     static const int detection_size = 7;
67*c217d954SCole Faust };
68*c217d954SCole Faust } // namespace graph
69*c217d954SCole Faust } // namespace arm_compute
70*c217d954SCole Faust #endif /* ARM_COMPUTE_GRAPH_DETECTION_OUTPUT_LAYER_NODE_H */
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