match | : crystal_ball : Scalable reverse image search | Computer Vision library
kandi X-RAY | match Summary
kandi X-RAY | match Summary
Match makes it easy to search for images that look similar to each other. Using a state-of-the-art perceptual hash, it is invariant to scaling and 90 degree rotations. Its HTTP API is quick to integrate and flexible for a number of reverse image search applications. Kubernetes and Elasticsearch allow Match to scale to billions of images with ease while giving you full control over where your data is stored. Match uses the awesome ascribe/image-match under the hood for most of the image search legwork.
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Top functions reviewed by kandi - BETA
- Search image
- Get an image from the request
- Convert a distance to a percentage
- Add image
- Returns a list of ids with the given path
- Delete documents
- List paths
- Returns a list of paths located at a given location
- Count images
- Count the number of images
- Compare two images
- Delete file
match Key Features
match Examples and Code Snippets
const hasOne = (arr, fn) => arr.filter(fn).length === 1;
hasOne([1, 2], x => x % 2); // true
hasOne([1, 3], x => x % 2); // false
const closest = (arr, n) =>
arr.reduce((acc, num) => (Math.abs(num - n) < Math.abs(acc - n) ? num : acc));
closest([6, 1, 3, 7, 9], 5); // 6
pattern = r"[0-9][a-z]"
pd.Series(
["1", "2", "3a", "3b", "03c", "4dx"],
dtype="string",
).str.contains(pattern)
pd.Series(
["1", "2", "3a", "3b", "03c", "4dx"],
dtype="string",
).str.match(pattern)
pd.Series(
["1", "2", "3a", "3b
def list_source_files_against_dump(dump,
path_regex_allowlist=None,
node_name_regex_allowlist=None):
"""Generate a list of source files with information regarding ops and tensors
def assert_existing_objects_matched(self):
"""Asserts that trackable Python objects have been matched.
Note that this is a weaker assertion than `assert_consumed`. It will only
fail for existing Python objects which are (transitive) depe
def match_row_splits_dtypes(*tensors, **kwargs):
"""Return a copy of `tensors` with row_splits all having the same dtype.
Args:
*tensors: A list of Tensors or RaggedTensors.
**kwargs: If 'return_dtype=True', then return a tuple (dtype, t
Community Discussions
Trending Discussions on match
QUESTION
Here are two measurements:
...ANSWER
Answered 2022-Mar-30 at 11:57Combining my comment and the comment by @khelwood:
TL;DR:
When analysing the bytecode for the two comparisons, it reveals the 'time'
and 'time'
strings are assigned to the same object. Therefore, an up-front identity check (at C-level) is the reason for the increased comparison speed.
The reason for the same object assignment is that, as an implementation detail, CPython interns strings which contain only 'name characters' (i.e. alpha and underscore characters). This enables the object's identity check.
Bytecode:
QUESTION
After start of using NixOS as a new package management system, I get the following error when using git within Azure DevOps repositories and rsa ssh key:
...ANSWER
Answered 2021-Nov-12 at 12:44According to this post, you can add ssh.dev.azure.com
host config to your ~/.ssh/config
file:
Final
~/.ssh/config
that worked for me:
QUESTION
version pip 21.2.4 python 3.6
The command:
...ANSWER
Answered 2021-Nov-19 at 13:30It looks like setuptools>=58
breaks support for use_2to3
:
So you should update setuptools
to setuptools<58
or avoid using packages with use_2to3
in the setup parameters.
I was having the same problem, pip==19.3.1
QUESTION
I am trying to use tailwindCSS in a ReactJS app
These are the scripts commands in package.json
file
ANSWER
Answered 2021-Dec-18 at 22:00It looks like the Tailwind configuration from CRACO is not needed anymore.
https://github.com/facebook/create-react-app/issues/11771#issuecomment-997217680
Look at Tailwind 3.0 install steps: https://tailwindcss.com/docs/guides/create-react-app
QUESTION
I can build on my iOS 15 emulator with no problems, but when building on my iOS 15 Device connected to xcode 13. I get the error:
error Failed to launch the app on simulator, An error was encountered processing the command (domain=com.apple.CoreSimulator.SimError, code=405): Unable to lookup in current state: Shutdown.
Any ideas?
Console:
...ANSWER
Answered 2021-Sep-24 at 16:03do you run your code in an IDE? I faced the same problem today after updating XCode. If I run code in terminal I get other error: CompileSwiftSources normal x86_64 com.apple.xcode.tools.swift.compiler Try this
QUESTION
Let's say we have these 3 classes:
...ANSWER
Answered 2022-Jan-13 at 21:04It is ambiguous because of two reasons:
- both overloads are applicable, and;
- neither overload is more specific than the other
Notice that both the f(int, A)
overload and the f(float, B)
overload can be called with the parameters (i, b)
, since there is an implicit conversion from int
to float
, and an implicit conversion from B
to A
.
What happens when there are more than one applicable method? Java is supposed to choose the most specific method. This is described in §15.12.2.5 of the language spec. It turns out that it is not the case that one of these overloads are more specific than the other.
One applicable method m1 is more specific than another applicable method m2, for an invocation with argument expressions e1, ..., ek, if any of the following are true:
m2 is generic [...]
m2 is not generic, and m1 and m2 are applicable by strict or loose invocation, and where m1 has formal parameter types S1, ..., Sn and m2 has formal parameter types T1, ..., Tn, the type Si is more specific than Ti for argument ei for all i (1 ≤ i ≤ n, n = k).
m2 is not generic, and m1 and m2 are applicable by variable arity invocation [...]
Only the second point applies to the two overloads of f
. For one of the overloads to be more specific than the other, every parameter type of one overload has to be more specific than the corresponding parameter type in the other overload.
A type S is more specific than a type T for any expression if S <: T (§4.10).
Note that"<:" is the subtyping relationship. B
is clearly a subtype of A
. float
is actually a supertype (not subtype!) of int
. This can be derived from the direct subtyping relations listed in §4.10.1. Therefore, neither of the overloads is more specific than the other.
The language spec goes on to talk about maximally specific methods, which doesn't really apply to f
here. Finally, it says:
More ExamplesOtherwise, the method invocation is ambiguous, and a compile-time error occurs.
QUESTION
I have a very simple snippet:
...ANSWER
Answered 2022-Jan-28 at 18:58Use pure
from Control.Functor.Linear instead, as well as the IO
from System.IO.Linear, because contents of Prelude
are simply not declared as linear.
Note that this even simpler example does not compile too:
QUESTION
Discussion about this was started under this answer for quite simple question.
ProblemThis simple code has unexpected overload resolution of constructor for std::basic_string
:
ANSWER
Answered 2022-Jan-05 at 12:05Maybe I'm wrong, but it seems that last part:
QUESTION
Is there a more idiomatic way to express something like the following?
...ANSWER
Answered 2022-Jan-27 at 07:32There are many ways to do it. One of the simplest (and arguably most readable) is something like this:
QUESTION
The standard defines several 'happens before' relations that extend the good old 'sequenced before' over multiple threads:
[intro.races]
11 An evaluation A simply happens before an evaluation B if either
(11.1) — A is sequenced before B, or
(11.2) — A synchronizes with B, or
(11.3) — A simply happens before X and X simply happens before B.[Note 10: In the absence of consume operations, the happens before and simply happens before relations are identical. — end note]
12 An evaluation A strongly happens before an evaluation D if, either
(12.1) — A is sequenced before D, or
(12.2) — A synchronizes with D, and both A and D are sequentially consistent atomic operations ([atomics.order]), or
(12.3) — there are evaluations B and C such that A is sequenced before B, B simply happens before C, and C is sequenced before D, or
(12.4) — there is an evaluation B such that A strongly happens before B, and B strongly happens before D.[Note 11: Informally, if A strongly happens before B, then A appears to be evaluated before B in all contexts. Strongly happens before excludes consume operations. — end note]
(bold mine)
The difference between the two seems very subtle. 'Strongly happens before' is never true for matching pairs or release-acquire operations (unless both are seq-cst), but it still respects release-acquire syncronization in a way, since operations sequenced before a release 'strongly happen before' the operations sequenced after the matching acquire.
Why does this difference matter?
'Strongly happens before' was introduced in C++20, and pre-C++20, 'simply happens before' used to be called 'strongly happens before'. Why was it introduced?
[atomics.order]/4
says that the total order of all seq-cst operations is consistent with 'strongly happens before'.
Does it mean that it's not consistent with 'simply happens before'? If so, why not?
I'm ignoring the plain 'happens before', because it differs from 'simply happens before' only in its handling of memory_order_consume
, the use of which is temporarily discouraged, since apparently most (all?) major compilers treat it as memory_order_acquire
.
I've already seen this Q&A, but it doesn't explain why 'strongly happens before' exists, and doesn't fully address what it means (it just states that it doesn't respect release-acquire syncronization, which isn't completely the case).
Found the proposal that introduced 'simply happens before'.
I don't fully understand it, but it explains following:
- 'Strongly happens before' is a weakened version of 'simply happens before'.
- The difference is only observable when seq-cst is mixed with aqc-rel on the same variable (I think, it means when an acquire load reads a value from a seq-cst store, or when an seq-cst load reads a value from a release store). But the exact effects of mixing the two are still unclear to me.
ANSWER
Answered 2022-Jan-02 at 18:21Here's my current understanding, which could be incomplete or incorrect. A verification would be appreciated.
C++20 renamed strongly happens before
to simply happens before
, and introduced a new, more relaxed definition for strongly happens before
, which imposes less ordering.
Simply happens before
is used to reason about the presence of data races in your code. (Actually that would be the plain 'happens before', but the two are equivalent in absence of consume operations, the use of which is discouraged by the standard, since most (all?) major compilers treat them as acquires.)
The weaker strongly happens before
is used to reason about the global order of seq-cst operations.
This change was introduced in proposal P0668R5: Revising the C++ memory model, which is based on the paper Repairing Sequential Consistency in C/C++11 by Lahav et al (which I didn't fully read).
The proposal explains why the change was made. Long story short, the way most compilers implement atomics on Power and ARM architectures turned out to be non-conformant in rare edge cases, and fixing the compilers had a performance cost, so they fixed the standard instead.
The change only affects you if you mix seq-cst operations with acquire-release operations on the same atomic variable (i.e. if an acquire operation reads a value from a seq-cst store, or a seq-cst operation reads a value from a release store).
If you don't mix operations in this manner, then you're not affected (i.e. can treat simply happens before
and strongly happens before
as equivalent).
The gist of the change is that the synchronization between a seq-cst operation and the corresponding acquire/release operation no longer affects the position of this specific seq-cst operation in the global seq-cst order, but the synchronization itself is still there.
This makes the seq-cst order for such seq-cst operations very moot, see below.
The proposal presents following example, and I'll try to explain my understanding of it:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install match
WORKER_COUNT (default: 4) The number of gunicorn workers to spin up.
ELASTICSEARCH_URL (default: elasticsearch:9200) A URL pointing to the Elasticsearch database where image signatures are to be stored. If you don't want to host your own Elasticsearch cluster, consider using AWS Elasticsearch Service. That's what we use.
ELASTICSEARCH_INDEX (default: images) The index in the Elasticsearch database where image signatures are to be stored.
ELASTICSEARCH_DOC_TYPE (default: images) The doc type used for storing image signatures.
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