diff --git a/src/core/NEON/kernels/NECropKernel.h b/src/core/NEON/kernels/NECropKernel.h
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+/*
+ * Copyright (c) 2019-2020 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef ARM_COMPUTE_NEON_CROP_KERNEL_H
+#define ARM_COMPUTE_NEON_CROP_KERNEL_H
+
+#include "arm_compute/core/Types.h"
+#include "arm_compute/core/Types.h"
+#include "src/core/NEON/INEKernel.h"
+
+namespace arm_compute
+{
+// Forward declarations
+class ITensor;
+
+/** Interface for the kernel to perform tensor cropping */
+class NECropKernel : public INEKernel
+{
+public:
+    const char *name() const override
+    {
+        return "NECropKernel";
+    }
+    /** Default constructor */
+    NECropKernel();
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    NECropKernel(const NECropKernel &) = delete;
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    NECropKernel &operator=(const NECropKernel &) = delete;
+    /** Allow instances of this class to be moved */
+    NECropKernel(NECropKernel &&) = default;
+    /** Allow instances of this class to be moved */
+    NECropKernel &operator=(NECropKernel &&) = default;
+    /** Default destructor */
+    ~NECropKernel() = default;
+    /** Configure kernel
+     *
+     * @note Supported tensor rank: up to 4
+     * @note Padding not supported.
+     *
+     * @param[in]  input               Source tensor. Data type supported: U8/U16/S16/U32/S32/F16/F32. Data layouts supported: NHWC.
+     * @param[in]  crop_boxes          Tensor containing all possible boxes used to crop the image, each represented by 4 normalized values.
+     *                                 Data type supported: F32
+     * @param[in]  box_ind             One dimensional tensor mapping the @p crop_box_ind to the index of the 3D image in @p input.
+     *                                 Data type supported: F32
+     * @param[out] output              Destination tensor. Data type supported: F32
+     * @param[in]  crop_box_ind        Index of the crop box to be used from @p crop_boxes. Default is 0.
+     * @param[in]  extrapolation_value Value to be used for values outside of the image. Default is 0.
+     */
+    void configure(const ITensor *input, const ITensor *crop_boxes, const ITensor *box_ind, ITensor *output, uint32_t crop_box_ind = 0, float extrapolation_value = 0);
+
+    /** Static function to check if given info will lead to a valid configuration of @ref CLStridedSliceKernel
+     *
+     * @note Supported tensor rank: up to 4
+     * @note Padding not supported.
+     *
+     * @param[in] input               Source tensor info. Data type supported: U8/U16/S16/U32/S32/F16/F32. Data layouts supported: NHWC.
+     * @param[in] crop_boxes          Tensor info for tensor containing all possible boxes used to crop the image. Data type supported: F32
+     * @param[in] box_ind             Tensor info for the one dimensional tensor mapping the @p crop_box_ind to the index of the 3D image
+     *                                in @p input. Data type supported: F32
+     * @param[in] output              Destination tensor. Data type supported: F32
+     * @param[in] crop_box_ind        Index of the crop box to be used from @p crop_boxes. Default is 0.
+     * @param[in] extrapolation_value Value to be used for values outside of the image. Default is 0.
+     */
+    static Status validate(const ITensorInfo *input, const ITensorInfo *crop_boxes, const ITensorInfo *box_ind, const ITensorInfo *output, uint32_t crop_box_ind = 0, float extrapolation_value = 0);
+
+    /** Configure output tensor's shape as this can only be determined at runtime. */
+    void configure_output_shape();
+
+    // Inherited methods overridden:
+    void run(const Window &window, const ThreadInfo &info) override;
+
+    /** Function to use for in bounds crop for the particular tensor types passed to configure() */
+    using InBoundsCropFunction = void(const ITensor *, const ITensor *, float *, Coordinates, int32_t, int32_t, int32_t, bool, bool);
+
+private:
+    const ITensor *_input;
+    const ITensor *_crop_boxes;
+    const ITensor *_box_ind;
+    ITensor       *_output;
+
+    Coordinates _start;
+    Coordinates _end;
+    uint32_t    _crop_box_ind;
+    float       _extrapolation_value;
+    /** The number of rows out of bounds at the start and end of output. */
+    std::array<uint32_t, 2> _rows_out_of_bounds;
+    /** The number of columns out of bounds at the start and end of output. */
+    std::array<uint32_t, 2> _cols_out_of_bounds;
+
+    NECropKernel::InBoundsCropFunction *_in_bounds_crop_function;
+};
+} // namespace arm_compute
+#endif /*ARM_COMPUTE_NEON_CROP_KERNEL_H */