RiskWeaver.DSL.BDD

Documentation

data BoundingBoxGT

Constructors

BoundingBoxGT

Fields

• x :: Double
• y :: Double
• w :: Double
• h :: Double
• cls :: Class
• idx :: Int

Instances

Show BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

Methods

showsPrec :: Int -> BoundingBoxGT -> ShowS

show :: BoundingBoxGT -> String

showList :: [BoundingBoxGT] -> ShowS

Eq BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

Methods

(==) :: BoundingBoxGT -> BoundingBoxGT -> Bool

(/=) :: BoundingBoxGT -> BoundingBoxGT -> Bool

BoundingBox BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

Associated Types

type Detection BoundingBoxGT

type ClassG BoundingBoxGT

type ClassD BoundingBoxGT

data ErrorType BoundingBoxGT

type InterestArea BoundingBoxGT

type InterestObject BoundingBoxGT

data Env BoundingBoxGT

type Idx BoundingBoxGT

type Risk BoundingBoxGT

Methods

riskE :: Env BoundingBoxGT -> Risk BoundingBoxGT

interestArea :: Env BoundingBoxGT -> InterestArea BoundingBoxGT

interestObject :: Env BoundingBoxGT -> InterestObject BoundingBoxGT

groundTruth :: Env BoundingBoxGT -> Vector BoundingBoxGT

detection :: Env BoundingBoxGT -> Vector (Detection BoundingBoxGT)

confidenceScoreThresh :: Env BoundingBoxGT -> Double

ioUThresh :: Env BoundingBoxGT -> Double

scoreD :: Detection BoundingBoxGT -> Double

sizeD :: Detection BoundingBoxGT -> Double

classD :: Detection BoundingBoxGT -> ClassG BoundingBoxGT

idD :: Detection BoundingBoxGT -> Idx BoundingBoxGT

isFrontD :: Detection BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isBackD :: Detection BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isLeftD :: Detection BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isRightD :: Detection BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isTopD :: Detection BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isBottomD :: Detection BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isBackGroundD :: ClassD BoundingBoxGT -> Bool

detectD :: Env BoundingBoxGT -> Detection BoundingBoxGT -> Maybe BoundingBoxGT

errorType :: Env BoundingBoxGT -> Detection BoundingBoxGT -> Maybe (ErrorType BoundingBoxGT)

sizeG :: BoundingBoxGT -> Double

classG :: BoundingBoxGT -> ClassG BoundingBoxGT

angle :: BoundingBoxGT -> Detection BoundingBoxGT -> Double

idG :: BoundingBoxGT -> Idx BoundingBoxGT

ioU :: BoundingBoxGT -> Detection BoundingBoxGT -> Double

ioG :: BoundingBoxGT -> Detection BoundingBoxGT -> Double

ioD :: BoundingBoxGT -> Detection BoundingBoxGT -> Double

detectG :: Env BoundingBoxGT -> BoundingBoxGT -> Maybe (Detection BoundingBoxGT)

isInIeterestAreaD :: InterestArea BoundingBoxGT -> Detection BoundingBoxGT -> Bool

isInIeterestAreaG :: InterestArea BoundingBoxGT -> BoundingBoxGT -> Bool

riskD :: Env BoundingBoxGT -> Detection BoundingBoxGT -> Risk BoundingBoxGT

riskBB :: Env BoundingBoxGT -> Risk BoundingBoxGT

confusionMatrixRecallBB :: Env BoundingBoxGT -> Map (ClassG BoundingBoxGT, ClassD BoundingBoxGT) Double

confusionMatrixAccuracyBB :: Env BoundingBoxGT -> Map (ClassD BoundingBoxGT, ClassG BoundingBoxGT) Double

confusionMatrixRecallBB' :: Env BoundingBoxGT -> Map (ClassG BoundingBoxGT, ClassD BoundingBoxGT) [Idx BoundingBoxGT]

confusionMatrixAccuracyBB' :: Env BoundingBoxGT -> Map (ClassD BoundingBoxGT, ClassG BoundingBoxGT) [Idx BoundingBoxGT]

errorGroupsBB :: Env BoundingBoxGT -> Map (ClassG BoundingBoxGT) (Map (ErrorType BoundingBoxGT) [Idx BoundingBoxGT])

Show (ErrorType BoundingBoxGT)

Defined in RiskWeaver.DSL.BDD

Methods

showsPrec :: Int -> ErrorType BoundingBoxGT -> ShowS

show :: ErrorType BoundingBoxGT -> String

showList :: [ErrorType BoundingBoxGT] -> ShowS

Eq (ErrorType BoundingBoxGT)

Defined in RiskWeaver.DSL.BDD

Methods

(==) :: ErrorType BoundingBoxGT -> ErrorType BoundingBoxGT -> Bool

(/=) :: ErrorType BoundingBoxGT -> ErrorType BoundingBoxGT -> Bool

type ClassD BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type ClassD BoundingBoxGT = Class

type ClassG BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type ClassG BoundingBoxGT = Class

type Detection BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type Detection BoundingBoxGT = BoundingBoxDT

data Env BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

data Env BoundingBoxGT = MyEnv {

• envGroundTruth :: Vector BoundingBoxGT
• envDetection :: Vector BoundingBoxDT
• envConfidenceScoreThresh :: Double
• envIoUThresh :: Double

}

data ErrorType BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

data ErrorType BoundingBoxGT

• = FalsePositive
• | FalseNegative (Set FNError)
• | TruePositive
• | TrueNegative

type Idx BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type Idx BoundingBoxGT = Int

type InterestArea BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type InterestArea BoundingBoxGT = [(Double, Double)]

type InterestObject BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type InterestObject BoundingBoxGT = BoundingBoxGT

type Risk BoundingBoxGT

Defined in RiskWeaver.DSL.BDD

type Risk BoundingBoxGT = Double

data BoundingBoxDT

Constructors

BoundingBoxDT

Fields

• x :: Double
• y :: Double
• w :: Double
• h :: Double
• cls :: Class
• score :: Double
• idx :: Int

Instances

Show BoundingBoxDT

Defined in RiskWeaver.DSL.BDD

Methods

showsPrec :: Int -> BoundingBoxDT -> ShowS

show :: BoundingBoxDT -> String

showList :: [BoundingBoxDT] -> ShowS

Eq BoundingBoxDT

Defined in RiskWeaver.DSL.BDD

Methods

(==) :: BoundingBoxDT -> BoundingBoxDT -> Bool

(/=) :: BoundingBoxDT -> BoundingBoxDT -> Bool

data Class

Constructors

Background

Pedestrian

Rider

Car

Truck

Bus

Train

Motorcycle

Bicycle

Instances

Show Class

Defined in RiskWeaver.DSL.BDD

Methods

showsPrec :: Int -> Class -> ShowS

show :: Class -> String

showList :: [Class] -> ShowS

Eq Class

Defined in RiskWeaver.DSL.BDD

Methods

(==) :: Class -> Class -> Bool

(/=) :: Class -> Class -> Bool

data FNError

Constructors

Boundary

LowScore

MissClass

Occulusion

Instances

Show FNError

Defined in RiskWeaver.DSL.BDD

Methods

showsPrec :: Int -> FNError -> ShowS

show :: FNError -> String

showList :: [FNError] -> ShowS

Eq FNError

Defined in RiskWeaver.DSL.BDD

Methods

(==) :: FNError -> FNError -> Bool

(/=) :: FNError -> FNError -> Bool

myRisk :: forall a m. (Fractional (Risk a), Num (Risk a), BoundingBox a, Monad m) => ReaderT (Env a) m (Risk a)

myRiskWithError :: forall a m. (Monoid [(Risk a, ErrorType a)], BoundingBox a, Monad m, a ~ BoundingBoxGT) => ReaderT (Env a) m [(Risk a, ErrorType a)]