Struct google_api_proto::google::cloud::automl::v1beta1::ImageObjectDetectionEvaluationMetrics

pub struct ImageObjectDetectionEvaluationMetrics {
    pub evaluated_bounding_box_count: i32,
    pub bounding_box_metrics_entries: Vec<BoundingBoxMetricsEntry>,
    pub bounding_box_mean_average_precision: f32,
}

Model evaluation metrics for image object detection problems. Evaluates prediction quality of labeled bounding boxes.

Fields

evaluated_bounding_box_count: i32

Output only. The total number of bounding boxes (i.e. summed over all images) the ground truth used to create this evaluation had.

bounding_box_metrics_entries: Vec<BoundingBoxMetricsEntry>

Output only. The bounding boxes match metrics for each Intersection-over-union threshold 0.05,0.10,…,0.95,0.96,0.97,0.98,0.99 and each label confidence threshold 0.05,0.10,…,0.95,0.96,0.97,0.98,0.99 pair.

bounding_box_mean_average_precision: f32

Output only. The single metric for bounding boxes evaluation: the mean_average_precision averaged over all bounding_box_metrics_entries.

Trait Implementations

impl Clone for ImageObjectDetectionEvaluationMetrics

fn clone(&self) -> ImageObjectDetectionEvaluationMetrics

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ImageObjectDetectionEvaluationMetrics

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

Formats the value using the given formatter.

impl Default for ImageObjectDetectionEvaluationMetrics

fn default() -> Self

Returns the “default value” for a type.

impl Message for ImageObjectDetectionEvaluationMetrics

fn encoded_len(&self) -> usize

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

fn clear(&mut self)

Clears the message, resetting all fields to their default.

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

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

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

where Self: Sized,

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

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

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

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

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

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

where Self: Sized,

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

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

where Self: Sized,

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

impl PartialEq for ImageObjectDetectionEvaluationMetrics

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

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

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

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ImageObjectDetectionEvaluationMetrics