[HN Gopher] Show HN: 500 ML, Deep learning, CV, and NLP Projects...
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Show HN: 500 ML, Deep learning, CV, and NLP Projects with code
Author : okokok___
Score : 42 points
Date : 2021-01-07 16:29 UTC (6 hours ago)
(HTM) web link (github.com)
(TXT) w3m dump (github.com)
| santiagobasulto wrote:
| This is very cool, but the level of indirection is strange. It's
| a repo, that contains links to medium posts, that aggregate posts
| from thecleverprogrammer. And it all seems to be owned by the
| same person. Why not make just one aggregated list?
| okokok___ wrote:
| If you like this, I do a weekly roundup of open source projects
| that includes an interview with one of the devs you can subscribe
| to.
|
| https://console.substack.com/
| koolk3ychain wrote:
| Anyone have recommendations for examples of deploying a basic ML
| image classifier as a restful api? or examples of a multi-
| attribute image classifier?
| ellisv wrote:
| It's not really _that_ different from deploying any other sort
| of RESTful API.
|
| If you want a framework you could use Seldon but could probably
| just as easily write your own with Flask/fastapi.
| koolk3ychain wrote:
| Wow, FastAPI looks like a very cool framework. I guess I was
| moreso curious in how one would take a model that works in a
| Jupyter notebook and restructure it to be callable / have a
| self re-training data pool of images that were submitted.
| (obv this feature would pose some legal risk)
| beckingz wrote:
| Convert the notebook into a python script and use that with
| FastAPI
| lazyresearcher wrote:
| Quantity vs Quality, I guess. I randomly selected a link and
| ended up in this article about NER. It explains how to train a
| named entity recognition model but skips some functions and in
| the end where it says "testing the model" it shows results of a
| pretrained spacy model wtf?
|
| [0] https://thecleverprogrammer.com/2020/08/04/named-entity-
| reco...
| ellisv wrote:
| I'm not sure about this specific post but I've noticed an
| increasing number of people who sort of borrow (steal) from a
| few different sources and repackage it as their own
| Frankenstein's monster.
| Jugurtha wrote:
| There is a lot of noise. A lot of data virgins seem to do it
| for audience building/"enthusiasting"/Tweeting/YouTubing/Medi
| uming/motivating/inspiring/what's holding you back"ing"/ML in
| production.
|
| Similar to people "teaching" martial arts/"self
| defense"/Close Quarters Combat: "And your attacker will hit
| you with his right hand, and you'll grab his pinky, and step
| on his toes to hurt him. Repeat until he says owie!".
|
| It appears that most of the content about the deed is
| produced by people who never did the deed. That content theng
| goes through human centipedes.
|
| However, I think that it is a spectrum. If all content about
| disciplines was only extremely technical and legitimate, it
| wouldn't spill over and reach people on the outside.
| beckingz wrote:
| The important thing is that non-technical people can
| understand it.
|
| Like hiring managers.
| Jugurtha wrote:
| Nice sarcasm you got there. Just to unsarcastify this: it
| would be really bad for hiring managers to be clueless.
| They'd be hiring for all the buzzwords with the wrong
| expectations, have meaningless job postings.. Wait a
| minute...
|
| I was thinking about children being able to get thrilled
| and become interested and get in the field.
| frakkingcylons wrote:
| Bummer, only 500. Anybody have a link to a repo of 1000 random
| Medium articles with AI/ML?
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(page generated 2021-01-07 23:00 UTC)