A simple, fast, and highly customizable realtime image manipulation web server built atop Node.js. Serving (many) millions of images daily by way of simple (single DC, simple storage) and advanced (multi-DC geo-distributed, replicated storage, multi-tier caching) configurations. Responsible in part for this white paper.
Notice: v0.41 Introduces Minor Breaking Changes
http://localhost:13337/my-app/some-path/my-image.jpg/:/rs=w:640/cr=l:5%25,t:10%25,w:90%25,h:80%25/fx-gs
Consider the above isteam example, by allowing clients to directly request any variation of an image using few or many image instructions, and in near realtime. This opens the doors to improved user and developer experiences. The above example takes the requested image some-path/my-image.jpg
, resizes to a fixed width (preserving aspect, by default), crops around the edges like a picture frame, applies greyscale effects, and will auto-select the most optimal image format supported by the requesting device -- all without developer support, and in (near) realtime.
Layer | Info |
---|---|
node.js http(s) | RESTful interface |
routing | URI pathing that make up the desired image operations. Device aware - Supports implied optimizations based on the given request (notably webp support) |
throttling | Quality of service management |
security | Allows protecting resources behind the tranformations via signed requests |
optimized original | Optimization of uploaded originals |
storage | Storage engine for reads (original or cache) and writes (cache). Extensible storage clients for storage and caching |
processor | Image operations (resize, crop, etc) go here, powered by Sharp and libvips |
There are a number of options out there, but isteam differentiates itself by:
Feature | Info |
---|---|
Highly configurable | Everything all the way down to how image operations are mapped can be overridden. Most solutions are very prescriptive on how it must work. isteam is intended to adhere to your architecture, your storage, your caching, your replication patterns |
Optimized | Optimizes originally uploaded asset to account for large uploads, enabling a higher quality service by making the pipeline for image operations substantially faster. A critical feature in supporting large media of todays modern devices |
QoS | Quality of service features such as throttling and memory thresholds, to best take advantage of your hardware under ideal and non ideal scenarios |
Device Aware | Device centric responses, where more than a URI may influence response. Compression and Accepts header (i.e. WebP) being examples |
CDN Support | Supported, but not required |
Library Agnostic | Provides an abstraction atop image processing libraries, enabling per-operation level of control to enable using the right tool for the given operation. Bugs, features, performance are a few of the factors that may influence this |
Friendly CLI | No custom app required to create your image API |
Platform Agnostic | Good *Nix & Windows support |
The speed and power of this module would not be possible without the incredible work of libvips (low level image processor), Sharp (depends on libvips), and xxHash for lightning-fast hashing.
Install Sharp via http://sharp.dimens.io/en/stable/install/ - This should also take care of the libvips dependency.
While Routing, Throttling, and Storage are all independently usable and configurable, a basic usage example that pulls everything together can be as simple as:
npm install image-steam -g
isteam --isConfig './myconfig.json' --isDefaults './mydefaults.json'
Defaults are optional. Config can also be a CommonJS file:
isteam --isConfig './myconfig.js'
Or if you prefer to incorporate into your own app:
var http = require('http');
var imgSteam = require('image-steam');
http.createServer(new imgSteam.http.Connect({ /* options */ }).getHandler())
.listen(13337, '127.0.0.1')
;
Which is equivalent of cloning this repo and invoking npm start
.
If you plan to hack on isteam:
git clone [email protected]:asilvas/node-image-steam.git
cd ./node-image-steam
npm install
npm start
^ May require sudo or admin rights.
While this module provides granular control over HTTP throttling to provide the highest quality of service possible, performance is entirely from Sharp and libvips: http://sharp.dimens.io/en/stable/performance/#performance
isteam --isConfig './myconfig.json'
{
"http": [
{ "port": 80 },
{ "port": 443, "ssl": {} }
]
}
Option | Type | Default | Info |
---|---|---|---|
port | number |
13337 |
Port to bind to |
host | string |
"localhost" |
Host to bind to |
backlog | number |
511 |
TCP backlog |
ssl | TLS Options | undefined |
If object provided, will bind with TLS Options |
ssl.pfx | Buffer or string |
undefined |
If string, will auto-load from file system |
ssl.key | Buffer or string |
undefined |
If string, will auto-load from file system |
ssl.cert | Buffer or string |
undefined |
If string, will auto-load from file system |
globalAgent | AgentKeepAlive |
Defaults | If object, will initialize the global http(s) agents |
{
"storage": {
"defaults": {
"driverPath": "image-steam-s3",
"endpoint": "s3.amazonaws.com",
"accessKey": "abc",
"secretKey": "123"
}
}
}
Option | Type | Default | Info |
---|---|---|---|
defaults | StorageOptions |
optional | If provided, these options will be the defaults applied to all StorageOptions. Note: At least one of defaults , app , domain , or header are required |
app | Object<StorageOptions> |
optional | If provided, allows for driver-specific options to be applied on a per-request basis, based on the route. If no match is found, the original options provided at initialization will be used. Example: { "some-app": StorageOptions } } . |
domain | Object<StorageOptions> |
optional | If provided, allows for driver-specific options to be applied on a per-request basis, based on the host header. If no match is found, the original options provided at initialization will be used. Example: { "somedomain.com": StorageOptions } . Note: You must still provide root level storage options to act as defaults |
header | Object<StorageOptions> |
optional | If provided, allows for driver-specific options to be applied on a per-request basis, based on x-isteam-app header. If no match is found, the original options provided at initialization will be used. Example: { "some-other-app": StorageOptions } . Note: You must still provide root level storage options to act as defaults |
cache | StorageOptions |
optional | If provided, allows for driver-specific options to be applied for all cache objects. This effectively puts the api into a read-only mode for original assets, with all writes going exclusively to a single cache store |
cacheOptimized | StorageOptions |
optional | If provided, will attempt to access only optimized original assets from this storage. This permits splitting of cache for sake of replication or eviction policies. If supplied, this also means delete requests will be supplied to both caches |
cacheArtifacts | boolean |
true |
If false , processed image artifacts will not be cached. Useful if limited cache capacity |
cacheTTS | number |
optional | If provided, when artifacts or optimized originals (unless cacheOptimizedTTS is also provided) are fetched from cache, if the age of the object exceeds this time-to-stale value (in seconds), it's age will be reset (implementation varies by storage client, but defaults to copying onto itself). This is a powerful pattern in cases where the cache storage leverages time-to-live, but you do not want active objects to be deleted at the expense of the user experience (and cost). When an object is "refreshed", it will only impact the storage of the stale object, ignoring replicas option. A refresh is out-of-band of the request |
cacheOptimizedTTS | number |
optional | If provided, when optimized original are fetched from cache, if the age of the object exceeds this time-to-stale value (in seconds), it's age will be reset (implementation varies by storage client, but defaults to copying onto itself). This is a powerful pattern in cases where the cache storage leverages time-to-live, but you do not want active objects to be deleted at the expense of the user experience (and cost). When an object is "refreshed", it will only impact the storage of the stale object, ignoring replicas option. A refresh is out-of-band of the request |
replicas | Object<StorageReplica> |
optional | If provided, all cache writes will also be written (out-of-band) to the desired storage replicas. Example: { remoteCache: { cache: { /* options */ }, cacheOptimized: { /* options */ } } } . Where remoteCache is the name of a storage I want to forward my writes to. This feature provides a high degree of flexibility when determining your distribution of data across the globe, without the fixed replication that may be permitted by the storage provided (ala S3 replication). |
replicas[].cache | StorageOptions |
optional | Same behavior as storage.cache |
replicas[].cacheOptimized | StorageOptions |
optional | Same behavior as storage.cacheOptimized |
replicas[].replicateArtifacts | boolean |
true |
In some cases it may be too costly to replicate all image artifacts, especially when the location you're replicating to may receive small amounts of traffic for the same images. By disabling this flag, only optimized original images will be written to replicas |
Option | Type | Default | Info |
---|---|---|---|
driver | string |
driver or driverPath required |
Bundled storage driver to use |
driverPath | string |
driver or driverPath required |
Load a custom driver from the desired path, ignoring the driver option |
fallback | string optional |
The app storage to use if reads fail. This is especially useful for proxy scenarios to avoid dependency on a single region |
|
(driver options) | All other options will be supplied to the storage driver indicated by driver or driverPath |
Advanced storage example:
{
"storage": {
"defaults": {
"driverPath": "image-steam-s3",
"endpoint": "s3.amazonaws.com
},
"app": {
"app1": {
"accessKey": "key1",
"secretKey": "secret1"
}
},
"cache": {
"endpoint": "<dc1 endpoint>",
"accessKey": "key2",
"secretKey": "secret2"
},
"cacheTTS": 86400, /* 24 hrs */
"cacheOptimizedTTS": 43200, /* 12 hrs */
"replicas": {
"dc2Cache": {
"cache": {
"endpoint": "<dc2 endpoint>",
"accessKey": "key3",
"secretKey": "secret3"
}
}
}
}
}
Option | Type | Default | Info |
---|---|---|---|
driver=fs | File System | ||
path | string |
required | Root path on file system |
Option | Type | Default | Info |
---|---|---|---|
driver=http | Read-Only driver for web resource | ||
endpoint | string |
required | Endpoint of http(s) service |
bucket | string |
optional | If provided, will not attempt to take bucket from path |
Custom storage types can easily be added via exporting fetch
and store
.
See lib/storage/fs
(read/write/delete) or lib/storage/http
(read only) for reference.
- https://github.com/asilvas/image-steam-aws-s3 - S3 client built on AWS S3
- https://github.com/asilvas/image-steam-s3 - S3 client built on knox
- https://github.com/asilvas/image-steam-redis - Redis client built on ioredis
- https://github.com/asilvas/image-steam-blobby - Blobby client over HTTP(S)
Throttling allows for fine grain control over quality of service, as well as optimizing to your hardware.
{
"throttle": {
"ccProcessors": 4,
"ccPrefetchers": 20,
"ccRequests": 100
}
}
Option | Type | Default | Info |
---|---|---|---|
ccProcessors | number |
4 |
Number of concurrent image processing operations. Anything to exceed this value will wait (via semaphore) for next availability |
ccPrefetchers | number |
20 |
Number of concurrent storage request operations. This helps prevent saturation of your storage and/or networking interfaces to provide the optimal experience |
ccRequests | number |
100 |
Number of concurrent http requests. Anything to exceed this value will result in a 503 (too busy), to avoid an indefinite pileup |
Most router defaults should suffice, but you have full control over routing. See Routing for more details.
{
"router": {
"originalSteps": {
"resize": {
"width": "2560", "height": "1440", "max": "true", "canGrow": "false"
}
}
}
}
Option | Type | Default | Info |
---|---|---|---|
pathDelimiter | string |
"/:/" |
Unique (uri-friendly) string to break apart image path, and image steps |
cmdKeyDelimiter | string |
"/" |
Separator between commands (aka image steps) |
cmdValDelimiter | string |
"=" |
Separator between a command and its parameters |
paramKeyDelimiter | string |
"," |
Separator between command parameters |
paramValDelimiter | string |
":" |
Separator between a parameter key and its value |
signatureDelimiter | string |
"/-/" |
Separator between steps and the signed url |
supportWebP | boolean |
true |
Support for WebP format |
originalSteps | object |
Full Defaults | Steps performed on the original asset to optimize subsequent image processing operations. This can greatly improve the user experience for very large, uncompressed, or poorly compressed images |
hqOriginalSteps | object |
Full Defaults | Identical behavior to originalSteps , but with lossless defaults and reserved only for images smaller than hqOriginalMaxPixels |
hqOriginalMaxPixels | number |
400 * 400 |
Max threshold of pixels where the higher quality hqOriginalSteps are used in place of originalSteps |
steps | object |
Full Defaults | Mapping of URI image step commands and their parameters. This allows you to be as verbose or laconic as desired |
beforeProcess |
function |
undefined |
A function having the signature (routeInfo, options) => null that can manipulate request info before the processing starts |
Routing is left-to-right for legibility.
Routing format:
{path}{pathDelimiter}{cmd1}{cmdValDelimiter}{cmd1Param1Key}{paramValDelimiter}{cmd1Param1Value}{paramKeyDelimiter}{cmdKeyDelimiter}{signatureDelimiter}{signature}?{queryString}
Example URI using Default Options:
some/image/path/:/cmd1=param1:val,param2:val,param3noVal/cmd2NoParams?cache=false
Or a more real-world example:
/my-s3-bucket/big-image.jpg/:/rs=w:640/cr=w:90%25,h:90%25
See Things to Try for many more examples.
Resize an image, preserving aspect or not.
Argument | Type | Default | Desc |
---|---|---|---|
w |
Number/Unit | w OR h required |
Width of new size. Supports Dimension Modifiers |
h |
Number/Unit | w OR h required |
Height of new size. Supports Dimension Modifiers |
mx |
n/a | default | Retain aspect and use dimensions as the maximum permitted during resize |
m |
n/a | optional | Retain aspect and use dimensions as the minimum permitted during resize. Set to any value to enable |
i |
Boolean | false |
If true will break aspect and resize to exact dimensions |
cg |
Boolean | false |
If true , will allow image to exceed the dimensions of the original |
int |
String | bicubic |
Process to use for resizing, from fastest to slowest |
nearest |
Use nearest neighbour interpolation, suitable for image enlargement only | ||
bilinear |
Use bilinear interpolation, the default and fastest image reduction interpolation | ||
bicubic |
Use bicubic interpolation, which typically reduces performance by 5% | ||
vsqbs |
Use vertexSplitQuadraticBasisSpline interpolation, which prevents "staircasing" and typically reduces performance by 5% | ||
lbb |
Use LBB interpolation, which prevents some "acutance" and typically reduces performance by a factor of 2 | ||
nohalo |
Use Nohalo interpolation, which prevents acutance and typically reduces performance by a factor of 3 | ||
bg |
String | optional | Supply a background color if applicable. Works in hex(123123) or rgb(123; 123; 123) or rgba(123; 123; 123; 0.5) formats |
ft |
String | fill |
How to fit the image. See available options |
ps |
String | centre |
How to position the image. See available options |
rs=w:640
- Resize up to 640px wide, preserving aspect.rs=h:480
- Resize up to 480px tall, preserving aspect.rs=w:1024,h:768,m,cg:true
- Resize to a minimum of 1024 by 768, preserving aspect, and allow it to exceed size of original.
Crop an image to an exact size.
Argument | Type | Default | Desc |
---|---|---|---|
t |
Number/Unit | 0 |
Offset from top. Supports Dimension Modifiers |
l |
Number/Unit | 0 |
Offset from left. Supports Dimension Modifiers |
w |
Number/Unit | width-left |
Width of new size. Supports Dimension Modifiers |
h |
Number/Unit | height-top |
Height of new size. Supports Dimension Modifiers |
a |
String | cc |
Where to anchor from, using center-center by default. Top and Left are applied from the anchor. Possible horizontal axis values include left (l), center (c), and right (r). Possible vertical axis values include top (t), center (c), and bottom (b) |
ay |
Number/Unit | 50% |
Can be used to absolutely position the anchor offset vertically using either percentage or pixel values. Also supports offsets relative to the Anchor value |
ax |
Number/Unit | 50% |
Can be used to absolutely position the anchor offset horizontally using either percentage or pixel values. Also supports offsets relative to the Anchor value |
cr=t:10%25,l:10%25,w:80%25,h:80%25
- Crop 10% around the edgescr=w:64,h:64,a:cc
- Crop 64x64 anchored from center.cr=l:10,w:64,h:64
- Crops 64x64 from the left at 10px (ignoring the horizontal axis value ofc
), and vertically anchors from center since top is not provided.cr=w:64,h:64,ax:30%25,ay:70%25
- Crops 64x64 anchored (centered) 30% from the left edge of the image and 70% from the top edge of the image.cr=w:64,h:64,ax:100,ay:200
- Crops 64x64 anchored (centered) 100 pixels from the left edge of the image and 200 pixels from the top edge of the image.cr=w:64,h:64,a:br,ax:-20%,ay:-30%
- Crops 64x64 anchored 20% from the right edge and 30% from the bottom of the image.
Apply a gamma correction by reducing the encoding (darken) pre-resize at a factor of 1/gamma then increasing the encoding (brighten) post-resize at a factor of gamma.
This can improve the perceived brightness of a resized image in non-linear colour spaces.
Argument | Type | Default | Desc |
---|---|---|---|
g |
Number | 2.2 |
A float between 1 and 3. The default value is 2.2, a suitable approximation for sRGB images |
JPEG input images will not take advantage of the shrink-on-load performance optimisation when applying a gamma correction.
Merge alpha transparency channel, if any, with background.
Argument | Type | Default | Desc |
---|---|---|---|
d |
Number | 0 |
Degrees to rotate the image, in increments of 90. Future implementations may support non-optimized degrees of rotation. Specify 0 to auto-rotate based on orientation |
rt=d:90
- Rotate 90 degrees.
Not to be confused with rotation, flipping is the process of flipping an image on its horizontal and/or vertical axis.
Argument | Type | Default | Desc |
---|---|---|---|
x |
n/a | optional | Flip on the horizontal axis. No value required |
y |
n/a | optional | Flip on the vertical axis. No value required |
fl=x
- Flip horizontally.fl=x,y
- Flip on x and y axis.
Extend the size of the image, placing a background in the directions specified.
Argument | Type | Default | Desc |
---|---|---|---|
t |
Number | 0 |
Extend up |
l |
Number | 0 |
Extend left |
b |
Number | 0 |
Extend down |
r |
Number | 0 |
Extend right |
bg |
String | optional | Supply a background color if applicable. Works in hex(123123) or rgb(123; 123; 123) or rgba(123; 123; 123; 0.5) formats. |
exd=l:10%,t:10%;r:10%;b:10%,bg:hex(123123)
- Extend the image by 10% on all sides and apply a background color#123123
.
The output quality to use for lossy JPEG, WebP and TIFF output formats.
Argument | Type | Default | Desc |
---|---|---|---|
q |
Number | 80 |
Value between 1 (worst, smallest) and 100 (best, largest) |
An advanced setting for the zlib compression level of the lossless PNG output format. The default level is 6.
Argument | Type | Default | Desc |
---|---|---|---|
c |
Number | 6 |
Number between 0 and 9 |
Flag format for lossless. Currently only supported by webp
, and ignored
by other formats. However if the requesting device does not support webp
,
and lossless
is set, it will fallback to png
for consistent quality.
Argument | Type | Default | Desc |
---|---|---|---|
n |
Boolean | false |
Near lossless |
Use progressive (interlace) scan for JPEG and PNG output. This typically reduces compression performance by 30% but results in an image that can be rendered sooner when decompressed.
Can be useful for images that always need to be seen ASAP, but should not be used otherwise to save bandwidth.
rs=w:3840/pg
- Create a big 4K-ish image and use progressive rendering to demonstrate value in some use cases.
Supported, but not enabled by default in Router Options. Recommended to keep disabled in router, as internally format will be best determined by the individual request.
Override the auto-detected optimal format to output. Do not use this unless you have good reason.
Argument | Type | Default | Desc |
---|---|---|---|
f |
String | required | Format to output: "jpeg" , "png" , "webp" , or "gif" |
Carry metadata from the original image into the outputted image. Enabled by default.
Argument | Type | Default | Desc |
---|---|---|---|
e |
Boolean | true |
Set to false to not preserve metadata from original |
Argument | Type | Default | Desc |
---|---|---|---|
r |
Number | optional | Sharpening mask to apply in pixels, but comes at a performance cost |
f |
Number | 1.0 |
Sharpening to apply to flat areas |
j |
Number | 2.0 |
Sharpening to apply to jagged areas |
fx-sp=r:3,f:5,j:5
-
Fast mild blur by default, but can override the default sigma for more control (at cost of performance).
Argument | Type | Default | Desc |
---|---|---|---|
s |
Number | 2.0 |
The approximate blur radius in pixels, from 0.3 to 1000 |
fx-bl=s:5
- Blur using a stima radius of 5 pixels.
Convert to 8-bit greyscale.
Enhance output image contrast by stretching its luminance to cover the full dynamic range. This typically reduces performance by 30%.
Returns all known information about the image.
{
"info": {
"path": "family.jpg",
"lastModified": "2017-10-30T23:27:06.000Z",
"format": "webp",
"width": 1706,
"height": 2560,
"space": "srgb",
"channels": 3,
"depth": "uchar",
"density": 600,
"hasProfile": true,
"hasAlpha": false,
"orientation": 1,
"hash": 3979799324,
"byteSize": 1337334
}
}
A new (ALPHA) command to retrieve a list of palette colors from image in JSON format.
Argument | Type | Default | Desc |
---|---|---|---|
w |
Number | 100 |
Width of image. w OR h must be set. |
h |
Number | undefined | Height of image. w OR h must be set. |
mc |
Number | 10 |
Max colors to return |
cc |
Number | 4 |
Cubic cells (3 or 4) |
mn |
Boolean | true |
Use mean color (true ) or median color (false ) |
o |
String | distance |
Order of results, distance between colors, or based on cell density |
See Image-Pal for more details.
$colors
- Get colors using default options.$colors=mn:false
- Get colors using median color logic (ideal for logos).
Dimension modifiers can be applied to any values where size and location are represented.
Any numeric value around measurement without explicit unit type specified is implicitly of type px.
rs=w:200,h:300
- 200x300 pixelsrs=w:200px,h:300px
- Identical to #1cr=t:15,l:10,w:-10,h:-15
- Using pixel offsets
A percentage applied to original value by supplying the percentage (%) modifier. Notice that
%
must be encoded as %25
.
rs=w:50%25,h:50%25
- 50% of source width and heightcr=t:15%25,l:10%25,w:80%25,h:70%25
- 15% from top and bottom, 10% from left and right
To be used in conjunction with locations or dimensions, a plus (+) or minus (-) may be used to imply offset from original.
rs=w:+50px,h:-50px
- 50px wider than original, 50px shorter than originalrs=w:+10%25,h:-10%25
- 10% wider than original, 10% shorter than original
Relying on sharp/libvips, and potentially other image processors in the future.
{
"processor": {
"sharp": {
"cache": {
"memory": 50, "files": 20, "items": 200
},
"concurrency": 0,
"simd": false
}
}
}
Option | Type | Default | Info |
---|---|---|---|
sharp | SharpOptions | ||
sharp.cache | CacheOptions | ||
sharp.cache.memory | number |
50 |
Maximum memory in MB to use for this cache |
sharp.cache.files | number |
20 |
Maximum number of files to hold open |
sharp.cache.items | number |
200 |
Maximum number of operations to cache |
sharp.concurrency | number |
0 |
Number of threads to process each image in parallel. A value of 0 will use all available cores |
sharp.simd | boolean |
false |
Improves the performance of resize, blur and sharpen operations by taking advantage of the SIMD vector unit of the CPU, e.g. Intel SSE and ARM NEON |
sharp.defaults | SharpConstructor | undefined |
Options supplied to constructor |
All major classes inherit from EventEmitter. By default http.start
will
log errors to stderr
, but can be disabled in options by setting
log.errors
to false
if you want more fine grained control.
The next level down is Connect, and all child classes (shown below) will bubble up through this class:
var http = require('image-steam').http;
var connect = new http.Connect();
connect.on('error', function(err) { /* do something */ });
A lower level class with no children:
var http = require('image-steam').http;
var throttle = new http.Throttle();
throttle.on('error', function(err) { /* do something */ });
A lower level class with no children:
var Processor = require('image-steam').Processor;
var processor = new Processor();
processor.on('error', function(err) { /* do something */ });
A lower level class with no children:
var Storage = require('image-steam').Storage;
var storage = new Storage();
storage.on('error', function(err) { /* do something */ });
Security allows protecting the image resources behind each tranformation. This will sign resource+transformation with the specified secret.
A signed url would look like this:
/my-s3-bucket/big-image.jpg/:/rs=w:640/cr=w:90%25,h:90%25/-/k5G5dlr9
{
"security": {
"enabled": true,
"secret": keyboard_cat,
"algorithm": 'sha1'
}
}
Option | Type | Default | Info |
---|---|---|---|
enabled | boolean |
false |
If this feature is enabled, all requests urls will must be signed |
secret | string |
required | The signing secret |
algorigthm | string |
sha1 |
The hashing algorithm. Complete list: openssl list-cipher-algorithms |
The following snippet shows how to sign a url (using the library defaults).
var crypto = require('crypto');
var shasum = crypto.createHash(YOUR_HASHING_ALGORITHM); // sha256 recommended
shasum.update('/' + IMAGE_PATH + '/:/' + IMAGE_STEPS + YOUR_SECRET);
var signature = shasum.digest('base64').replace(/\//g, '_').replace(/\+/g, '-').substring(0, 8);
var url = '/' + YOUR_IMAGE_PATH + '/:/' + YOUR_IMAGE_STEPS + '/-/' + signature;
rs=w:640
- Resize to 640 width, retain aspectrs=w:640/cr=l:5%,t:10%,w:90%,h:80%
- Same as above, and crop 5% of the sides and 10% of the top and bottomrs=w:640/cr=l:5%,t:10%,w:90%,h:80%/fx-gs
- Same as above, and apply greyscale effect.rs=w:640/cr=l:5%,t:10%,w:90%,h:80%/fx-gs/qt=q:20
- Same as above, and use a low quality of 20.rs=w:64,h:64,m/cr=w:64,h:64/fx-gs
- Resize image to a minimum of 64x64 w/o breaking aspect so that we can then crop the image and apply greyscale.fx-bl=s:5
- Apply a blur