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libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham [email protected]

libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham [email protected]

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Page 1: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

libcamera: Making Complex

Cameras Easy

Linaro Connect April 2019Bangkok, Thailand

Kieran [email protected]

Page 2: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com
Page 3: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

_+-/ \-+| (o) |+-----+

LibcameraV4L2

Page 4: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Why?

c s / +-----------------+a e | | |m n | |-----------------|e s | | ov5640 |r o | |-----------------|a r | | 0 | \ +-----------------+ | v / +-----------------+ | | 0 | | |-----------------|S i | | CSI-2 |o n | |-----------------|C t | | 1 | e | +-----------------+c r | |a f | vm a | +-----------------+e c | | 0 |r e | |-----------------|a | | scaler | | |-----------------| | | 1 | \ +-----------------+ | vA / +-----------------+P | | capture |I | | /dev/video0 | \ +-----------------+

Page 5: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Why?

+---------------+ | | | Camera | | Application | | | +---------------+ ^ | V | 4 | L | +----+ 2 | | | | +----+ | +----+ | | | | +----+ | +----+ \-->| | +----+

Page 6: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Why?

+-----------------+ +-----------------+ +-----------------+ | | | | | | |-----------------| +-----------------+ |-----------------| |-----------------| | vm6558 | | CCP2 input | | jt8ev1 2-0037 | | as3645a 2-0030 | |/dev/v4l-subdev11| | /dev/video0 | |/dev/v4l-subdev8 | |/dev/v4l-subdev8 | |-----------------| +-----------------+ |-----------------| |-----------------| | 0 | | | 0 | | | +-----------------+ | +-----------------+ +-----------------+ \----------------\ | | v v v +-----------------+ +-----------------+ | 0 | | 0 | |-----------------| |-----------------| | CCP2 | | CSI2a | |/dev/v4l-subdev0 | |/dev/v4l-subdev1 | |-----------------| |-----------------| | 1 | | 1 | +-----------------+ +-----------------+ | /---------------/| v v v +-----------------+ +-----------------+ | 0 | | CSI2a output | +-----------------+ |-----------------| | /dev/video1 | | resizer input | | CCDC | +-----------------+ | /dev/video5 | |/dev/v4l-subdev2 | +-----------------+ +-----------------+ |-----------------| | preview input | | | 1 | 2 | | /dev/video3 | | +-----------------+ +-----------------+ | /----------------/----------------/ /--/ \----------\ | v v | v v v +-----------------+ | +-----------------+ +-----------------+ +---+ Sensors & flash | 0 |<. v | 0 | | 0 | +---+ OMAP3 ISP |-----------------| | +----------------+ |-----------------| |-----------------| +---+ API | resizer | | | CCDC output | | AEWB | | preview | |/dev/v4l-subdev4 | | | /dev/video2 | |/dev/v4l-subdev4 | |/dev/v4l-subdev3 | |-----------------| | +----------------+ |-----------------| |-----------------| | 1 | | | | | 1 | +-----------------+ | +-----------------+ +-----------------+ | \-----------------------------------------------/ | v v

Page 7: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Why?

+-----------------+ | | | Camera | | Application | | | +-----------------+ ^ ^ ^ ^ ^ | |M | | | /-/ |C \-\ \ \-\ | | | |s | v v |V |u v +----+ +----+ |4 |b +----+| | | | |L |d | |+----+ +----+ |2 |e +----+ +----+ | |v +----+ | |<-/ / | | +----+ L +----++----+ +----+ +----+| | | | | |+----+ +----+ +----++----+ +----+ +----+| | | | | |+----+ +----+ +----+

Page 8: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

_+-/ \-+| (o) |+-----+

LibcameraArchitecture

Page 9: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

a c / +-------------+ +-------------+ +-------------+ +-------------+ p a | | Native | | Framework | | Native | | Android | p t | | V4L2 | | Application | | libcamera | | Camera | l i | | Application | | (gstreamer) | | Application | | Framework | i o \ +-------------+ +-------------+ +-------------+ +-------------+ n ^ ^ ^ ^ | | | | l a | | | | i d v v | v b a / +-------------+ +-------------+ | +-------------+ c p | | V4L2 | | Camera | | | Android | a t | | Compat. | | Framework | | | Camera | m a | | | | (gstreamer) | | | HAL | e t \ +-------------+ +-------------+ | +-------------+ r i ^ ^ | ^ a o | | | | n | | | | / | ,................................................ | | ! : Language : ! l f | | ! : Bindings : ! i r | | ! : (optional) : ! b a | | `...............................................' c m | | | | | a e | | | | | m w | v v v v e o | +----------------------------------------------------------------+ r r | | | a k | | libcamera | | | | \ +----------------------------------------------------------------+ ^ ^ ^ Userspace | | |---------------------------|----------------|----------------|---------------- Kernel | | | v v v +-----------+ +-----------+ +-----------+ | Media |<-->| Video |<-->| V4L2 | | Device | | Device | | Subdev | +-----------+ +-----------+ +-----------+

Camera Stack

Page 10: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

+--------- Back ---------+ +- Front -+ | _ | | _ | | +-/ \-+ | | +-/ \-+ | | | (o) | | | | (o) | | | +-----+ | | +-----+ | +------------------------+ +---------+ ^ ^ ^ Userspace | | |--------------|--------------|--------------|------- Kernel | | | v v v +---------+ +---------+ +---------+ |#########|<-->|#########| |#########| |#########| |#########| |#########| +---------+ +---------+ +---------+

Camera Devices & Enumeration

Page 11: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

_______ / \_______| | \O/| v ~~~~~~~~ | | _____| v ~~~~~~~~ | _/_\_| || x ~~~~~~~~ | | | |_____| v ~~~~~~~~ | | 2 | 1 | 3 || x ~~~~~~~~ | ~~~~~~~~~~~~~~~~~~~| v ~~~~~~~~ || _______ ||/ \_______|

Capabilities Profiles

Capabilities & Profiles

Page 12: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

+-----+ _ ---> | <>< | +-/ \-+ / +-----+ | (o) | ---/ +-----+ \ +----------+ \ | ,-, | ---> | ('_)< | | `-` | +----------+

+----------+ +-----+ | ,-, | | (o) | --------> | (ᵔᴥᵔ) | +-----+ | / \ | +----------+

Streams

Page 13: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

_ +----------+ +----------+ +-/ \-+ | ,-, | | ,-, | | (o) | --> | ('_)< | --> | ('_)< | --> ... +-----+ | `-` | | `-` | +----------+ +----------+

Per-Frame Controls

Page 14: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

+---+ +-----+ +-----+ |(o)| ---> | ISP | --+--> | <>< | ---> +---+ +-----+ | +-----+ ^ | | | +-------+ | \-> | Stats | | +-------+ +-----+ | | 3A | <---------/ +-----+

3A & Image Enhancement Algorithms

Page 15: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

+-----------+ | V4L2 App. | +-----------+

+-----------+ | | | V4L2 | | API | | | | | | | | | +-----------+

+--------------------------------+ | libcamera |

Adaptation

Page 16: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

+-----------+ +-----------+ | V4L2 App. | | Android | +-----------+ +-----------+

+-----------+ +-----------+ | | | \___/ | | V4L2 | | /. .\ | | API | | ----- | | | | !| Cam.|! | | | | !| HAL |! | | | | ----- | | | | | | | +-----------+ +-----------+

+--------------------------------+ | libcamera |

Adaptation

Page 17: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

_+-/ \-+| (o) |+-----+

LibcameraInternals

Page 18: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

-------------------< libcamera Public API >--------------------------- ^ ^ | | v v +-------------+ +-------------------------------------------------+ | Camera | | Camera Device | | Devices | | +---------------------------------------------+ | | Manager | | | Device-Agnostic | | +-------------+ | | | | ^ | | +----------------------+ | | | | | ~~~~~~~~~~~~~~~~~~~ | | | | | { +-------------+ } | | | | | } |////Image////| { | | | | | <-> |/Processing//| } | | | | | } |/Algorithms//| { | | | | | { +-------------+ } | | | | | ~~~~~~~~~~~~~~~~~~~ | | | | | ====================== | | | | | +-------------+ | | | | | |//Pipeline///| | | | | | <-> |///Handler///| | | | | | |/////////////| | | | +----------------------+ +-------------+ | | | Device-Specific | | +-------------------------------------------------+ | ^ ^ | | | v v v+--------------------------------------------------------------------+| Helpers and Support Classes || +-------------+ +-------------+ +-------------+ +-------------+ || | MC & V4L2 | | Buffers | | Sandboxing | | Plugins | || | Support | | Allocator | | IPC | | Manager | || +-------------+ +-------------+ +-------------+ +-------------+ || +-------------+ +-------------+ || | Pipeline | | ... | || | Runner | | | | /// Device-Specific Components| +-------------+ +-------------+ | ~~~ Sandboxing+--------------------------------------------------------------------+

libcamera architecture

Page 19: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Camera Device

---------< libcamera Public API >------------------ ^ | v+-------------------------------------------------+| Camera Device || +---------------------------------------------+ || | Device-Agnostic | || | | || | +----------------------+ || | | ~~~~~~~~~~~~~~~~~~~ || | | { +-------------+ } || | | } |////Image////| { || | | <-> |/Processing//| } || | | } |/Algorithms//| { || | | { +-------------+ } || | | ~~~~~~~~~~~~~~~~~~~ || | | ====================== || | | +-------------+ || | | |//Pipeline///| || | | <-> |///Handler///| || | | |/////////////| || +----------------------+ +-------------+ || Device-Specific |+-------------------------------------------------+ ^ ^ | | v v

Page 20: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Camera Devices Manager

+---------------------------------------+ | _ _ | | +-/ \-+ +-/ \-+ | | | (o) | | (o) | | | +-----+ +-----+ | +---------------------------------------+--------------------------------------------------- +-----+ +-----+ +-----+ |#####| |#####| |#####| +-----+ +-----+ +-----+

Page 21: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Camera Devices Manager

+---------------------------------------+ | _ _ _ | | +-/ \-+ +-/ \-+ +-/ \-+ | | | (o) | | (o) | | (o) | | | +-----+ +-----+ +-----+ | +---------------------------------------+--------------------------------------------------- +-----+ +-----+ +-----+ +-----+ |#####| |#####| |#####| |#####| +-----+ +-----+ +-----+ +-----+

Page 22: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Pipeline Handler

+---+ +-----+ |(o)| ---> | CSI | ----> <|MEM|> +---+ +-----+ | v +-----------+<|MEM|> <---( <>< )--- | ISP +--+ |<|MEM|> <---( <>< )--- | +--+ | | +--+ +--+ |<|MEM|> <---(STATS)--- | +--+ +--+ | +-----------+

Page 23: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Image Processing Algorithms

+---+ +-----+ +-----+ |(o)| ---> | ISP | --+--> | <>< | ---> +---+ +-----+ | +-----+ ^ | | | +-------+ | \-> | Stats | | +-------+ +-----+ | | 3A | <---------/ +-----+

Page 24: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Image Processing Algorithms

-------+ | ~~~~~~~~~~~~~~~~ | { +------------+ } Camera | 3A } | Image | { Device | <----> | Processing | } | API } | Algorithms | { | { +------------+ } | ~~~~~~~~~~~~~~~~ | -------+ ^-----|-------------------------------------- v +-----+ +-----+ |#####| |#####|

Page 25: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

| | | v v v+--------------------------------------------------------------------+| Helpers and Support Classes || +-------------+ +-------------+ +-------------+ +-------------+ || | MC & V4L2 | | Buffers | | Sandboxing | | Plugins | || | Support | | Allocator | | IPC | | Manager | || +-------------+ +-------------+ +-------------+ +-------------+ || +-------------+ +-------------+ +-------------+ || | Pipeline | | Debug + | | ... | || | Runner | | Logging | | | || +-------------+ +-------------+ +-------------+ |+--------------------------------------------------------------------+

Helpers and Support Classes

Page 26: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

| || Native V4L2 Application |+--------------------------------------------------------------------+ | open() | ioctl() | mmap() v v v+--------------------------------------------------------------------+| LD_PRELOAD=libcamera-v4l2.so || || open() { ioctl() { mmap() || ... ... ... || } } } |+--------------------------------------------------------------------+ | libcamera v API+--------------------------------------------------------------------+| libcamera || |

V4L2 Compatibility

Page 27: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Android Camera HAL

+--------------------------+ | Android Camera Framework | +--------------------------+

+--------------------------+ | \___/ +---------+ | HW level | | /. .\ | JPEG | | | | ----- | Encoder | | - EXTERNAL | t | !| Cam.|! +---------+ | - LEGACY | i | !| HAL |! | - LIMITED | m | ----- ... | - FULL | e | | | | - LEVEL_3 | +--------------------------+ v

+--------------------------------+ | libcamera |

Page 28: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

_+-/ \-+| (o) |+-----+

LibcameraStatus

Page 29: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

a c / +-------------+ +-------------+ +-------------+ +-------------+ p a | | Native | | Framework | | Native | | Android | p t | | V4L2 | | Application | | libcamera | | Camera | l i | | Application | | (gstreamer) | | Application | | Framework | i o \ +-------------+ +-------------+ +-------------+ +-------------+ n ^ ^ ^ ^ | | | | l a | | | | i d v v | v b a / +-------------+ +-------------+ | +-------------+ c p | | V4L2 | | Camera | | | Android | a t | | Compat. | | Framework | | | Camera | m a | | | | (gstreamer) | | | HAL | e t \ +-------------+ +-------------+ | +-------------+ r i ^ ^ | ^ a o | | | | n | | | | / | ,................................................ | | ! : Language : ! l f | | ! : Bindings : ! i r | | ! : (optional) : ! b a | | `...............................................' c m | | | | | a e | | | | | m w | v v v v e o | +----------------------------------------------------------------+ r r | | | a k | | libcamera | | | | \ +----------------------------------------------------------------+ ^ ^ ^ Userspace | | |---------------------------|----------------|----------------|---------------- Kernel | | | v v v +-----------+ +-----------+ +-----------+ | Media |<-->| Video |<-->| V4L2 | | Device | | Device | | Subdev | +-----------+ +-----------+ +-----------+

Camera Stack

Page 30: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

-------------------< libcamera Public API >--------------------------- ^ ^ | | v v +-------------+ +-------------------------------------------------+ | Camera | | Camera Device | | Devices | | +---------------------------------------------+ | | Manager | | | Device-Agnostic | | +-------------+ | | | | ^ | | +----------------------+ | | | | | ~~~~~~~~~~~~~~~~~~~ | | | | | { +-------------+ } | | | | | } |////Image////| { | | | | | <-> |/Processing//| } | | | | | } |/Algorithms//| { | | | | | { +-------------+ } | | | | | ~~~~~~~~~~~~~~~~~~~ | | | | | ====================== | | | | | +-------------+ | | | | | |//Pipeline///| | | | | | <-> |///Handler///| | | | | | |/////////////| | | | +----------------------+ +-------------+ | | | Device-Specific | | +-------------------------------------------------+ | ^ ^ | | | v v v+--------------------------------------------------------------------+| Helpers and Support Classes || +-------------+ +-------------+ +-------------+ +-------------+ || | MC & V4L2 | | Buffers | | Sandboxing | | Plugins | || | Support | | Allocator | | IPC | | Manager | || +-------------+ +-------------+ +-------------+ +-------------+ || +-------------+ +-------------+ || | Pipeline | | Debug + | || | Runner | | Logging | | /// Device-Specific Components| +-------------+ +-------------+ | ~~~ Sandboxing+--------------------------------------------------------------------+

libcamera architecture status

Page 31: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Status

_ ___ _______ | | | \ \ / / ____|| | | |\ \ / / | | | | | \ \/ /| | | |__| | \ / | |____ \____/ \/ \_____| _____ _____ _ _ ____

|_ _| __ \| | | ||___ \ | | | |__) | | | | __) | | | | ___/| | | | |__ < _| |_| | | |__| | ___) ||_____|_| \____/ |____/

/\ /\ /\ \/ \/ \/

__ _______ __ __ _____ \ \ / /_ _| \/ |/ ____| \ \ / / | | | \ / | | \ \/ / | | | |\/| | | \ / _| |_| | | | |____ \/ |_____|_| |_|\_____|

_____ _ _______ _ _ _____ _____ | __ \| |/ / ____| | | |_ _| __ \ | |__) | ' / | | |__| | | | | |__) || _ /| <| | | __ | | | | ___/ | | \ \| . \ |____| | | |_| |_| | |_| \_\_|\_\_____|_| |_|_____|_|

_____ _____ _____ | __ \| __ \_ _|| |__) | |__) || | | _ /| ___/ | | | | \ \| | _| |_ |_| \_\_| |_____|

Page 32: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Status

___________ ____ ______/ \__// \__/____\ _/ \_/ : //____\\ /| : : .. / \| | :: :: \ /| | :| || \ \______/| | || || |\ / | \| || || | / | \ | || || | / /_\ \ | ___ || ___ || | / / \ \_ _/ \_ _/ | ____ |/__/ \ _\_ _/ \ / /____ / / \ / \______\_________/

We need YOU

● Platforms● Needs, Use cases● Adoption

Page 33: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Adoption

_nnnn_ dGGGGMMb @p~qp~~qMb M|@||@) M| @,----.JM| JS^\__/ qKL dZP qKRb dZP qKKb fZP SMMb HZM MMMM FqM MMMM __| ". |\dS"qML | `. | `' \Zq_) \.___.,| .'\____ )MMMMMP| .' `-' `--'

### ##################### &#############################& %###################################% ######################################### ############################################# ################################################# (################################################## (((################################################## (((((################# ********************** ((((((((############ ######### ******************* (((((((((######### ############### ****************** (((((((((((####### ################## ***************** ((((((((((((##### ####################( **************** (((((((((((((### /##################### ***************’(((((((((((((((## ###################### **************** (((((((((((((((# ###################### **************** ((((((((((((((((( ##################### ***************** ((((((((((((((((( ################### *****************’ (((((((((((((((((( ############### ****************** (((((((((((((((((((/ ########## (******************* (((((((((((((((((((((( (((******************* (((((((((((((((((((((((((((((((((/******************* (((((((((((((((((((((((((((((((******************** (((((((((((((((((((((((((((((******************* ((((((((((((((((((((((((((******************* (((((((((((((((((((((((****************** ((((((((((((((((((((***************** (((((((((((((((/*************** (((((((((************

\___/ /. .\ ----- !| |! !| |! ----- | |

Page 34: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

Contribute

Page 35: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

? ! _.-._ | | | |_ | | | | | | | | | | _ | '-._ | \`\`-.'-._; \ ' | \ .` / | |

Page 36: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

[email protected]://chat.freenode.net/#libcamera

[email protected]

Contact

Page 37: libcamera: Making Complex Cameras Easy - Amazon S3 · libcamera: Making Complex Cameras Easy Linaro Connect April 2019 Bangkok, Thailand Kieran Bingham kieran.bingham@ideasonboard.com

ขอบคุณ!