Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | 33f41fa | 2021-03-09 14:09:08 +0000 | [diff] [blame^] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 24 | #ifndef ARM_COMPUTE_NEBOUNDINGBOXTRANSOFORM_H |
| 25 | #define ARM_COMPUTE_NEBOUNDINGBOXTRANSOFORM_H |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 26 | |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 27 | #include "arm_compute/core/Types.h" |
| 28 | #include "arm_compute/runtime/NEON/INESimpleFunctionNoBorder.h" |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | class ITensor; |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 33 | class ITensorInfo; |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 34 | |
Michele Di Giorgio | 33f41fa | 2021-03-09 14:09:08 +0000 | [diff] [blame^] | 35 | /** Basic function to run @ref NEBoundingBoxTransformKernel. */ |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 36 | class NEBoundingBoxTransform : public INESimpleFunctionNoBorder |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 37 | { |
| 38 | public: |
| 39 | /** Set the input and output tensors. |
| 40 | * |
Pablo Tello | ffd31de | 2019-09-04 13:38:14 +0100 | [diff] [blame] | 41 | * @param[in] boxes Source tensor. Bounding box proposals in pixel coordinates. Size(M, 4), format [x1, y1, x2, y2]. Data types supported: QASYMM16/F16/F32. |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 42 | * @param[out] pred_boxes Destination tensor. Pixel coordinates of the transformed bounding boxes. Size (M, 4*K), format [x1, y1, x2, y2]. Data types supported: Same as @p input |
Pablo Tello | ffd31de | 2019-09-04 13:38:14 +0100 | [diff] [blame] | 43 | * @param[in] deltas Bounding box translations and scales. Size (M, 4*K), format [dx, dy, dw, dh], K is the number of classes. |
| 44 | * Data types supported: QASYMM8 if @p input is QASYMM16, otherwise same as @p input. |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 45 | * @param[in] info Contains BoundingBox operation information described in @ref BoundingBoxTransformInfo. |
| 46 | * |
| 47 | * @note Only single image prediction is supported. Height and Width (and scale) of the image will be contained in the BoundingBoxTransformInfo struct. |
| 48 | */ |
| 49 | void configure(const ITensor *boxes, ITensor *pred_boxes, const ITensor *deltas, const BoundingBoxTransformInfo &info); |
| 50 | |
| 51 | /** Static function to check if given info will lead to a valid configuration of @ref NEBoundingBoxTransform |
| 52 | * |
Pablo Tello | ffd31de | 2019-09-04 13:38:14 +0100 | [diff] [blame] | 53 | * @param[in] boxes Source tensor info. Bounding box proposals in pixel coordinates. Size(M, 4), format [x1, y1, x2, y2]. Data types supported: QASYMM16/F16/F32. |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 54 | * @param[in] pred_boxes Destination tensor info. Pixel coordinates of the transformed bounding boxes. Size (M, 4*K), format [x1, y1, x2, y2]. Data types supported: Same as @p input |
Pablo Tello | ffd31de | 2019-09-04 13:38:14 +0100 | [diff] [blame] | 55 | * @param[in] deltas Bounding box translations and scales. Size (M, 4*K), format [dx, dy, dw, dh], K is the number of classes. |
| 56 | * Data types supported: QASYMM8 if @p input is QASYMM16, otherwise same as @p input. |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 57 | * @param[in] info Contains BoundingBox operation information described in @ref BoundingBoxTransformInfo. |
| 58 | * |
| 59 | * @note Only single image prediction is supported. Height and Width (and scale) of the image will be contained in the BoundingBoxTransformInfo struct. |
| 60 | * |
| 61 | * @return a Status |
| 62 | */ |
| 63 | static Status validate(const ITensorInfo *boxes, const ITensorInfo *pred_boxes, const ITensorInfo *deltas, const BoundingBoxTransformInfo &info); |
| 64 | }; |
| 65 | } // namespace arm_compute |
Sheri Zhang | b18252d | 2020-04-07 11:04:57 +0100 | [diff] [blame] | 66 | #endif /* ARM_COMPUTE_NEBOUNDINGBOXTRANSFORM_H */ |