Struct tensorflow_proto::tflite::evaluation::ObjectDetectionParams

pub struct ObjectDetectionParams {
    pub inference_params: Option<TfliteInferenceParams>,
    pub class_offset: Option<i32>,
    pub ap_params: Option<ObjectDetectionAveragePrecisionParams>,
}

Parameters that define how the Object Detection task is evaluated end-to-end.

Next ID: 4

Fields

inference_params: Option<TfliteInferenceParams>

Required. Model's outputs should be same as a TFLite-compatible SSD model. Refer: https://www.tensorflow.org/lite/models/object_detection/overview#output TODO(b/133772912): Generalize support for other types of object detection models.

class_offset: Option<i32>

Optional. Used to match ground-truth categories with model output. SSD Mobilenet V1 Model trained on COCO assumes class 0 is background class in the label file and class labels start from 1 to number_of_classes+1. Therefore, default value is set as 1.

ap_params: Option<ObjectDetectionAveragePrecisionParams>

Implementations

impl ObjectDetectionParams

pub fn class_offset(&self) -> i32

Returns the value of class_offset, or the default value if class_offset is unset.

Trait Implementations

impl Clone for ObjectDetectionParams

pub fn clone(&self) -> ObjectDetectionParams

Returns a copy of the value.

pub fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ObjectDetectionParams

pub fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ObjectDetectionParams

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for ObjectDetectionParams

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

pub fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message to a buffer.

pub fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message with a length-delimiter to a buffer.

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes a length-delimited instance of the message from the buffer.

pub fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes an instance of the message from a buffer, and merges it into self.

pub fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq<ObjectDetectionParams> for ObjectDetectionParams

pub fn eq(&self, other: &ObjectDetectionParams) -> bool

This method tests for self and other values to be equal, and is used by ==.

pub fn ne(&self, other: &ObjectDetectionParams) -> bool

This method tests for !=.

impl StructuralPartialEq for ObjectDetectionParams