LdDl / go-darknet

Go bindings for Darknet (YOLO v4 / v7-tiny / v3)

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rest api example

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Hi,

Hope you are all well !

Is it possible to provide an example of rest api receiving either url or body image ? That would be awesome addition.

Cheers,
X

I made a quick example https://gist.github.com/x0rzkov/42e6bc596cc59c702171c2aabc0664ee

It is cropping the largest area detected if it is a car. In fact, it is tailored to my needs but we can make something more generic. Open to the discussion.

How do you see it ?

Interesting.

But. I don't think it is good idea to use REST for such purpose. I find it more "correct" to use gRPC (for example)
Also I'd prefer to send bbox params to client (JavaScript) and make crops/renders on client side.

p.s. by the way I'm working on gRPC listening server right now ;)

Can you help me to fix the gpu issue first ? I need to make some tests

My version has a big problem, it is multi-threading. I tried the gpu version with 24 queries per seconds and it crashes.

Do you know how we can make the model to be multi-threaded ?

Do you have a twitter account ? so we can DM and not pollute the go-darknet issue with some questions I have ? my handle is https://twitter.com/x0rzkov

related issues in AlexeyAB's Darknet:
AlexeyAB/darknet#4356
AlexeyAB/darknet#3906

My bet, that the best solution (currently) would be making lock via mutexes for *YOLONetwork.
Or maybe make a queue (but it can grow very fast) via channels.

p.s. https://twitter.com/GreatAkcium

I cannot DM you, you ll have to follow me and send the first DM.

I am testing a couple of things on mutexes. Keep u in touch