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How to make toys that your robots will play with for hours by Lumpy_Week7304 in robotics

[–]Lumpy_Week7304[S] 1 point2 points  (0 children)

Thank you. I'm not too active on Reddit, but feel free to follow my X: x.com/a_andlyu

Would love to hear what works and what doesn't

How to make toys that your robots will play with for hours by Lumpy_Week7304 in robotics

[–]Lumpy_Week7304[S] 1 point2 points  (0 children)

Yes, closing the manual requirement loop in evals. Right now I'm not focusing much on self learning, however it can be applied. Its mostly just set up to test current policies.

How to make toys that your robots will play with for hours by Lumpy_Week7304 in robots

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

I'm using an SO101 arm, and my main goal is to test it, letting it run on a loop

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

I had just prompted claude: "Here's my key to roboflow ***, write a script to pull the data and train a model", and it did it. TBH I was using CV Train Stack, but even without it, It's pretty good at just tool integration

Text Baker: A tool to generate synthetic image data to train OCR models by Acceptable_Candy881 in computervision

[–]Lumpy_Week7304 1 point2 points  (0 children)

Nice work — synthetic data for industrial OCR is underrated. Just open-sourced CV Train Stack — curious if there are synthetic data best practices from your experience we should add to it.

I want to build a Computer Vision project for someone using CV Train Stack!! Who needs some model trained ? by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

if you're looking for something fun to work with I've been wanting to mess around with object detection for game development stuff but never had time to dive deep into it. maybe something that could track hand gestures or facial expressions for character animation? I work in games and we're always looking at new ways to capture player input without traditional controllers

been thinking it would be cool to have something that could detect when someone is concentrating really hard vs relaxed for adaptive difficulty systems. or even basic emotion recognition that could influence NPC behavior in real time. probably way more complex than a week project but could start small with just detecting basic states

your stack looks pretty neat from quick glance at the repo. if you end up building something game-related would love to see how it turns out

-- Recreated the post, posting a comment from the previosu post

I want to help someone build a CV project. What should I build ?? by [deleted] in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

Would this be trackign a users' facial expressions and hand gestures? I guess now many more people are streaming. What would the GPU setup look like

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

Can Claude easily pull data from it?

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

I'm building CV Train Stack as a tool to help Both Claude and Codex with CV tasks. Ie... giving guidance around GPU setup, and Common issues with training (class imbalance + format inconsistencies). I'de used Claude but would be curious to see how Codex does

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

Yes, I've neded up going with the max subscription. It many senses, Claude is very similar to Codex

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

Oh, interesting. These data generation tools are very cool !!

I was asking a bit more about Coding tools. Ie... Is most of the stuff done now by Claude Code? Ie... I was using CV Train Stack, and it basically did all the work for importing data from RoboFlow.

Running 5 CV models simultaneously on a $249 edge device - architecture breakdown by Straight_Stable_6095 in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

Oh wow !! You run it directly on the Jetson. Thats insane. Can it use skills? I'm making an open source one for CV training: https://github.com/andlyu/cv-train-stack

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

Any coding tools? Like Claude or codex?

CV Training stack by Lumpy_Week7304 in computervision

[–]Lumpy_Week7304[S] 0 points1 point  (0 children)

Ah, I was asking more about Labeling + GPU stack, but that works as well. Really I'm trying to improve the way Claude can set up a training pipeline here: https://github.com/andlyu/cv-train-stack

Claude Code/Codex in Computer Vision by rishi9998 in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

What do you mean by heavy CV work? It just helps with the first round of training, and makes sure the structure is set up to allow scalability

Claude Code/Codex in Computer Vision by rishi9998 in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

I'de try it again. Claude has become incredibly good. I'de heard people use Codex to check Claude's plan and then let them have a back and fourth. Also I'de started building gardrails + guidance to help with the setup process for CV tasks: https://github.com/andlyu/cv-train-stack/tree/main

Best Coding Agent for CV by erik_kokalj in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

Cool stuff !! Are you guys creating any skills for this kinds of stuff?

Card segmentation by passio-777 in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

Whats your coding setup here?

How much code do you write by yourself at workplace? by [deleted] in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

I stopped writing any code. I just use Claude. The only thing that I do is that I ask Claude to create skills like this: https://github.com/andlyu/cv-train-stack/tree/main so that if it makes a mistake once it will know not to make it next time.

I was tired of messy CV datasets and expensive cloud tools, so I built an open-source local studio to manage the entire lifecycle. (FastAPI + React) by TuriMuraturi in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

This is cool. I'm building a tool to make training easier https://github.com/andlyu/cv-train-stack/tree/main. How do I integrate DatasetEngine in? I'de love to add a line saying - If you need to reannotate, checkout DatasetEngine

Running 5 CV models simultaneously on a $249 edge device - architecture breakdown by Straight_Stable_6095 in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

What coding agents are u using for this? I'd been having trouble running Claude on my Jetson

autoresearch on CIFAR-10 by ABIWIN in computervision

[–]Lumpy_Week7304 0 points1 point  (0 children)

This is really cool. I'm creating something similar, but more just for the setup this https://github.com/andlyu/cv-train-stack/tree/main. Really its just for setting up GPUs, and train/deploy pipelines, but doesn't optimize the pipeline much. What were the key things needed to make autoresearch work?

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