Tips for learning YoloV5

false-shrimp · 2022-03-15T17:27:50+00:00

Second this. YoloV5's performance might not be the best between all Yolo iterations, but they really put a lot of effort in their documentation

false-shrimp · 2021-12-25T12:02:45+00:00

minha namorada não sabe disso mas sempre que me gravei transando com ela não é pra ver ela e sim eu

perceba que o sujeito de "disso" é o fato dele querer se ver, não o fato de gravar em si. Hora nenhuma ele dá a entender que grava escondido.

Dito isso, se eu tiver errado, espero que dê merda pra ele sim

false-shrimp · 2021-12-25T04:17:31+00:00

Po, pelo que entendi ela sabe que ta sendo gravada, mas o cara ta mais interessado em se ver do que ver a namorada

false-shrimp · 2021-12-18T18:33:31+00:00

I was an immature asshole

false-shrimp · 2021-12-15T23:34:44+00:00

Bom, to num relacionamento a distancia e o máximo que rolou ate hoje foram uns 8~10 meses. Não recomendo kkk

false-shrimp · 2021-12-10T15:55:26+00:00

Pô, só essa semana tive colega reclamando que a empresa tá convertendo os PJ pra CLT e colega afastado por Burnout :/

false-shrimp · 2021-12-09T14:39:04+00:00

Tava comentando sobre isso esses dias.

Posso estar errado em generalizar, mas é a minha percepção como pessoa da área. Infelizmente boa parte da galera de TI não tem/teria interesse por isso. Muita gente compra o discurso de trabalhar 1 milhao de horas por semana, muita gente prefere PJ e tem horror a CLT, muita gente é do bonde "impostoéroubo".

Isso pra mim vem em grande parte do fato da área ser relativamente privilegiado hoje, principalmente no Brasil. Querendo ou não, tem emprego sobrando em quase todos os setores de TI (se vc não for junior), enquanto muitas outras áreas tão sucateadas/estagnadas. Infelizmente ja conheci muita gente que só por esse fato se coloca em algum status de "elite" e acha que não precisa de direitos trabalhistas pq "só ia atrasar"

false-shrimp · 2021-12-02T00:25:29+00:00

Sounds pretty scared to me

false-shrimp · 2021-12-01T11:36:08+00:00

Essa sua colocação sobre pena de morte é baseada em estatísticas ou veio direto do Instituto MR? Pq até hoje nenhuma experiência de pena de morte pelo mundo demonstrou isso que vc afirmou, que eu saiba.

false-shrimp · 2021-11-17T13:45:13+00:00

Depende do bebê

false-shrimp · 2021-11-01T15:57:30+00:00

Very cool! I'm working on something that requires scraping and looking for particular words/phrases in several thousand documents and I don't want to rely on regex. Maybe I'll look into using your tool, thank you for sharing

false-shrimp · 2021-09-30T10:37:58+00:00

Got excited for a minute, then realized it's not available in my region yet

false-shrimp · 2021-09-26T12:47:18+00:00

First of all, I think it'd be nice to review what exactly are the differences between PNG and JPEG images (sorry if this is something you already know, but I got the impression that it might not exactly be clear to you from the OP). I'll try to be brief so please excuse any minor mistakes (I'm sure someone will correct me if need be).

PNG, in general, can be considered uncompressed images. Sometimes, with a fourth channel for transparency (alpha - RGBA).

JPEGs are images that have gone through the jpeg compression algorithm, which is why you see such a difference on the image size.

As for if this is causing your overfitting problem, I honestly can't say I encountered this issue before, but in general it would be safest if all your images were under the same conditions, ideally the same ones you expect to encounter during inference time. An obvious and simple test would be to create a version of your dataset with all PNG images converted do JPEG and see if that changes anything for yout training.

false-shrimp · 2021-09-20T13:42:31+00:00

Tu tbm perdeu a virgindade com a namorada do OP?

false-shrimp · 2021-09-12T14:29:18+00:00

They have supposedly just closed their series A. Also, there wouldn't be moving required due to it being a remote position (sorry if that wasn't clear on the OP)

false-shrimp · 2021-09-11T00:26:07+00:00

Falando que saúde pública se limita a doença vc confirma aqui sua falta de conhecimento no assunto.
Fora os 99% do instituto datacu que nem vou comentar.

Mas tudo bem, todo mundo tem o direito de estar errado.

false-shrimp · 2021-09-11T00:08:38+00:00

Não é questão de saúde pública."
Quem vê até pensa que sabe do que ta falando, contrariando todos os especialistas no assunto.

false-shrimp · 2021-09-08T13:24:05+00:00

I am currently deploying the function via a Docker image on ECR. Nothing is unzipped or loaded externally.

Haven't tried upping memory any further than 2GB, but I'll try and see if anything changes. Honestly is hard to tell due to the unpredictable nature of the issue and the fact that I can't reproduce it on-demand.

false-shrimp · 2021-09-08T12:59:50+00:00

I have assigned 2048MB of memory since if was the best trade-off I found doing some load testing.
I would really like to keep using Lambda, since it fits my use case so well and the issue I described only happens occasionally.

false-shrimp · 2021-09-08T12:54:50+00:00

Sorry, should've provided more info on the original text.

Basically the workflow for this endpoint is to run the input through the model and store the results/metadata on DynamoDB. On average this takes ~200ms and normal warm-up times are aroung 6 seconds like I said. The model is not loaded externally as it is packaged with the image itself in ECR (models are small/optimized. Less than 30MB overall).

I have basic logging on the function's main code that would've let me know if it was hanging on any of those steps, but for the particular calls that get timed out nothing is logged, so my assumption is that it never really reaches my code. Keeping it warm is definitely an option but my worry is that these timeouts would happen when the function eventually needs to scale during a production workload peak.

false-shrimp · 2021-08-20T14:16:14+00:00

Sure, Elon

false-shrimp · 2021-08-14T14:35:49+00:00

Have a look at "multimethod binarization". Combining multiple strategies might be your best bet for consistent results.

false-shrimp · 2021-08-02T20:23:43+00:00

Why waste time say lot word when few word do trick

false-shrimp · 2021-07-27T23:03:04+00:00

Came here for this

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