Safe Haskell	Safe-Inferred
Language	GHC2021

RiskWeaver.Metric

Synopsis

newtype IOU = IOU Double
newtype IOG = IOG Double
data Dt a
- = Dt a
- | DtBackground
data Gt a
- = Gt a
- | GtBackground
iou :: CoCoBoundingBox -> CoCoBoundingBox -> IOU
iog :: CoCoBoundingBox -> CoCoBoundingBox -> IOG
toTPorFP :: CocoMap -> ImageId -> CategoryId -> IOU -> ([(CocoResult, Bool)], Int)
apForCategory :: CocoMap -> CategoryId -> IOU -> Double
mAP :: CocoMap -> IOU -> (Double, [(CategoryId, Double)])
f1ForCategory :: CocoMap -> CategoryId -> IOU -> Score -> Double
mF1 :: CocoMap -> IOU -> Score -> (Double, [(CategoryId, Double)])
sortAndGroup :: Ord k => [(k, v)] -> Map k [v]
average :: forall a f. (Num a, Foldable f, Fractional a) => f a -> a

Documentation

newtype IOU Source #

Constructors

IOU Double

Instances

Instances details

Floating IOU Source #
Instance details Defined in RiskWeaver.Metric Methods pi :: IOU # exp :: IOU -> IOU # log :: IOU -> IOU # sqrt :: IOU -> IOU # (**) :: IOU -> IOU -> IOU # logBase :: IOU -> IOU -> IOU # sin :: IOU -> IOU # cos :: IOU -> IOU # tan :: IOU -> IOU # asin :: IOU -> IOU # acos :: IOU -> IOU # atan :: IOU -> IOU # sinh :: IOU -> IOU # cosh :: IOU -> IOU # tanh :: IOU -> IOU # asinh :: IOU -> IOU # acosh :: IOU -> IOU # atanh :: IOU -> IOU # log1p :: IOU -> IOU # expm1 :: IOU -> IOU # log1pexp :: IOU -> IOU # log1mexp :: IOU -> IOU #
RealFloat IOU Source #
Instance details Defined in RiskWeaver.Metric Methods floatRadix :: IOU -> Integer # floatDigits :: IOU -> Int # floatRange :: IOU -> (Int, Int) # decodeFloat :: IOU -> (Integer, Int) # encodeFloat :: Integer -> Int -> IOU # exponent :: IOU -> Int # significand :: IOU -> IOU # scaleFloat :: Int -> IOU -> IOU # isNaN :: IOU -> Bool # isInfinite :: IOU -> Bool # isDenormalized :: IOU -> Bool # isNegativeZero :: IOU -> Bool # isIEEE :: IOU -> Bool # atan2 :: IOU -> IOU -> IOU #
Generic IOU Source #
Instance details Defined in RiskWeaver.Metric Associated Types type Rep IOU :: Type -> Type # Methods from :: IOU -> Rep IOU x # to :: Rep IOU x -> IOU #
Num IOU Source #
Instance details Defined in RiskWeaver.Metric Methods (+) :: IOU -> IOU -> IOU # (-) :: IOU -> IOU -> IOU # (*) :: IOU -> IOU -> IOU # negate :: IOU -> IOU # abs :: IOU -> IOU # signum :: IOU -> IOU # fromInteger :: Integer -> IOU #
Fractional IOU Source #
Instance details Defined in RiskWeaver.Metric Methods (/) :: IOU -> IOU -> IOU # recip :: IOU -> IOU # fromRational :: Rational -> IOU #
Real IOU Source #
Instance details Defined in RiskWeaver.Metric Methods toRational :: IOU -> Rational #
RealFrac IOU Source #
Instance details Defined in RiskWeaver.Metric Methods properFraction :: Integral b => IOU -> (b, IOU) # truncate :: Integral b => IOU -> b # round :: Integral b => IOU -> b # ceiling :: Integral b => IOU -> b # floor :: Integral b => IOU -> b #
Show IOU Source #
Instance details Defined in RiskWeaver.Metric Methods showsPrec :: Int -> IOU -> ShowS # show :: IOU -> String # showList :: [IOU] -> ShowS #
Eq IOU Source #
Instance details Defined in RiskWeaver.Metric Methods (==) :: IOU -> IOU -> Bool # (/=) :: IOU -> IOU -> Bool #
Ord IOU Source #
Instance details Defined in RiskWeaver.Metric Methods compare :: IOU -> IOU -> Ordering # (<) :: IOU -> IOU -> Bool # (<=) :: IOU -> IOU -> Bool # (>) :: IOU -> IOU -> Bool # (>=) :: IOU -> IOU -> Bool # max :: IOU -> IOU -> IOU # min :: IOU -> IOU -> IOU #
type Rep IOU Source #
Instance details Defined in RiskWeaver.Metric type Rep IOU = D1 ('MetaData "IOU" "RiskWeaver.Metric" "risk-weaver-0.1.0.2-Lj68RG1URWb3Ifr21OvKbb" 'True) (C1 ('MetaCons "IOU" 'PrefixI 'False) (S1 ('MetaSel ('Nothing :: Maybe Symbol) 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double)))

newtype IOG Source #

Constructors

IOG Double

Instances

Instances details

Floating IOG Source #
Instance details Defined in RiskWeaver.Metric Methods pi :: IOG # exp :: IOG -> IOG # log :: IOG -> IOG # sqrt :: IOG -> IOG # (**) :: IOG -> IOG -> IOG # logBase :: IOG -> IOG -> IOG # sin :: IOG -> IOG # cos :: IOG -> IOG # tan :: IOG -> IOG # asin :: IOG -> IOG # acos :: IOG -> IOG # atan :: IOG -> IOG # sinh :: IOG -> IOG # cosh :: IOG -> IOG # tanh :: IOG -> IOG # asinh :: IOG -> IOG # acosh :: IOG -> IOG # atanh :: IOG -> IOG # log1p :: IOG -> IOG # expm1 :: IOG -> IOG # log1pexp :: IOG -> IOG # log1mexp :: IOG -> IOG #
RealFloat IOG Source #
Instance details Defined in RiskWeaver.Metric Methods floatRadix :: IOG -> Integer # floatDigits :: IOG -> Int # floatRange :: IOG -> (Int, Int) # decodeFloat :: IOG -> (Integer, Int) # encodeFloat :: Integer -> Int -> IOG # exponent :: IOG -> Int # significand :: IOG -> IOG # scaleFloat :: Int -> IOG -> IOG # isNaN :: IOG -> Bool # isInfinite :: IOG -> Bool # isDenormalized :: IOG -> Bool # isNegativeZero :: IOG -> Bool # isIEEE :: IOG -> Bool # atan2 :: IOG -> IOG -> IOG #
Generic IOG Source #
Instance details Defined in RiskWeaver.Metric Associated Types type Rep IOG :: Type -> Type # Methods from :: IOG -> Rep IOG x # to :: Rep IOG x -> IOG #
Num IOG Source #
Instance details Defined in RiskWeaver.Metric Methods (+) :: IOG -> IOG -> IOG # (-) :: IOG -> IOG -> IOG # (*) :: IOG -> IOG -> IOG # negate :: IOG -> IOG # abs :: IOG -> IOG # signum :: IOG -> IOG # fromInteger :: Integer -> IOG #
Fractional IOG Source #
Instance details Defined in RiskWeaver.Metric Methods (/) :: IOG -> IOG -> IOG # recip :: IOG -> IOG # fromRational :: Rational -> IOG #
Real IOG Source #
Instance details Defined in RiskWeaver.Metric Methods toRational :: IOG -> Rational #
RealFrac IOG Source #
Instance details Defined in RiskWeaver.Metric Methods properFraction :: Integral b => IOG -> (b, IOG) # truncate :: Integral b => IOG -> b # round :: Integral b => IOG -> b # ceiling :: Integral b => IOG -> b # floor :: Integral b => IOG -> b #
Show IOG Source #
Instance details Defined in RiskWeaver.Metric Methods showsPrec :: Int -> IOG -> ShowS # show :: IOG -> String # showList :: [IOG] -> ShowS #
Eq IOG Source #
Instance details Defined in RiskWeaver.Metric Methods (==) :: IOG -> IOG -> Bool # (/=) :: IOG -> IOG -> Bool #
Ord IOG Source #
Instance details Defined in RiskWeaver.Metric Methods compare :: IOG -> IOG -> Ordering # (<) :: IOG -> IOG -> Bool # (<=) :: IOG -> IOG -> Bool # (>) :: IOG -> IOG -> Bool # (>=) :: IOG -> IOG -> Bool # max :: IOG -> IOG -> IOG # min :: IOG -> IOG -> IOG #
type Rep IOG Source #
Instance details Defined in RiskWeaver.Metric type Rep IOG = D1 ('MetaData "IOG" "RiskWeaver.Metric" "risk-weaver-0.1.0.2-Lj68RG1URWb3Ifr21OvKbb" 'True) (C1 ('MetaCons "IOG" 'PrefixI 'False) (S1 ('MetaSel ('Nothing :: Maybe Symbol) 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double)))

data Dt a Source #

Constructors

Dt a
DtBackground

Instances

Instances details

Show a => Show (Dt a) Source #
Instance details Defined in RiskWeaver.Metric Methods showsPrec :: Int -> Dt a -> ShowS # show :: Dt a -> String # showList :: [Dt a] -> ShowS #
Eq a => Eq (Dt a) Source #
Instance details Defined in RiskWeaver.Metric Methods (==) :: Dt a -> Dt a -> Bool # (/=) :: Dt a -> Dt a -> Bool #
Ord a => Ord (Dt a) Source #
Instance details Defined in RiskWeaver.Metric Methods compare :: Dt a -> Dt a -> Ordering # (<) :: Dt a -> Dt a -> Bool # (<=) :: Dt a -> Dt a -> Bool # (>) :: Dt a -> Dt a -> Bool # (>=) :: Dt a -> Dt a -> Bool # max :: Dt a -> Dt a -> Dt a # min :: Dt a -> Dt a -> Dt a #

data Gt a Source #

Constructors

Gt a
GtBackground

Instances

Instances details

Show a => Show (Gt a) Source #
Instance details Defined in RiskWeaver.Metric Methods showsPrec :: Int -> Gt a -> ShowS # show :: Gt a -> String # showList :: [Gt a] -> ShowS #
Eq a => Eq (Gt a) Source #
Instance details Defined in RiskWeaver.Metric Methods (==) :: Gt a -> Gt a -> Bool # (/=) :: Gt a -> Gt a -> Bool #
Ord a => Ord (Gt a) Source #
Instance details Defined in RiskWeaver.Metric Methods compare :: Gt a -> Gt a -> Ordering # (<) :: Gt a -> Gt a -> Bool # (<=) :: Gt a -> Gt a -> Bool # (>) :: Gt a -> Gt a -> Bool # (>=) :: Gt a -> Gt a -> Bool # max :: Gt a -> Gt a -> Gt a # min :: Gt a -> Gt a -> Gt a #

iou :: CoCoBoundingBox -> CoCoBoundingBox -> IOU Source #

iog :: CoCoBoundingBox -> CoCoBoundingBox -> IOG Source #

toTPorFP :: CocoMap -> ImageId -> CategoryId -> IOU -> ([(CocoResult, Bool)], Int) Source #

Calculate TP or FP | TP = true positive | FP = false positive | When the value is True, TP is calculated. | When the value is False, FP is calculated.

apForCategory :: CocoMap -> CategoryId -> IOU -> Double Source #

mAP :: CocoMap -> IOU -> (Double, [(CategoryId, Double)]) Source #

f1ForCategory :: CocoMap -> CategoryId -> IOU -> Score -> Double Source #

mF1 :: CocoMap -> IOU -> Score -> (Double, [(CategoryId, Double)]) Source #

sortAndGroup :: Ord k => [(k, v)] -> Map k [v] Source #

average :: forall a f. (Num a, Foldable f, Fractional a) => f a -> a Source #