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Here is a guide to choose robotics data collection hardware. Robotics data quality starts with the collection stack. It’s not just about camera resolution. What matters is whether the system can reliably produce synchronized, precise, multimodal, and scalable data. Explaining precision, data type, continuous collection and efficiency below, using...

61,557 次观看 • 2 个月前 •via X (Twitter)

29 条评论

Sam U 的头像
Sam U2 个月前

hi Clara, It would be a pleasure if you review our rig. it matches all the state of the art rigs out there, - arguable, we have a better app, better UX, better market sense.

Eren Chen 的头像
Eren Chen2 个月前

Great job Clara! Get a DJI mic next !

ClaraChengGo 的头像
ClaraChengGo2 个月前

lol you are right 😂

ClaraChengGo 的头像
ClaraChengGo2 个月前

Feel free to check out some selected hardware.

clankr 的头像
clankr2 个月前

Really cool. Multi-camera and UMI support could make a real difference in data quality!

ClaraChengGo 的头像
ClaraChengGo2 个月前

exactly!

Sagar Shah 的头像
Sagar Shah2 个月前

Multi-sensor/equipment synchronization is very important, many overlook that which leads to challenges with clock drift, does the gear have its own hardware-based global clock?

ClaraChengGo 的头像
ClaraChengGo2 个月前

Vary by products. But for example this one I showed comes with an app. You can use that for sync easily

Jordan Carr 的头像
Jordan Carr2 个月前

Super cool! Literally how does one go about buying this, though?

ClaraChengGo 的头像
ClaraChengGo2 个月前

check out here. Only those with millions of revenue and adopted by frontier labs already.

Jordan Carr 的头像
Jordan Carr2 个月前

Mind if I ask the cost?

ClaraChengGo 的头像
ClaraChengGo2 个月前

Please send me the model and the amount. And I will send the quote back to ya!

James Wilson 的头像
James Wilson2 个月前

So cool! I built my own on a low budget by 3d printing a mount for my Zed camera lol

Mike Kalil 的头像
Mike Kalil2 个月前

very thorough

mp_quicksolutions 的头像
mp_quicksolutions2 个月前

Sent a DM!

Moreha 的头像
Moreha2 个月前

Great insights

Tim Li 的头像
Tim Li2 个月前

Is this genrobot device or your own device?

ClaraChengGo 的头像
ClaraChengGo2 个月前

Genrobot. It's part of our curation here.

Yano 的头像
Yano2 个月前

very cool

Edward S… 🔋 的头像
Edward S… 🔋2 个月前

@Scobleizer

Ching Tseng 的头像
Ching Tseng2 个月前

Really solid breakdown on how collection hardware and synchronization directly affect downstream data quality.

mete 的头像
mete2 个月前

Very helpful thanks Clara!

ClaraChengGo 的头像
ClaraChengGo2 个月前

Glad to help!

Chuck Petras 的头像
Chuck Petras2 个月前

@BrianRoemmele

bun 的头像
bun2 个月前

@aliteracy

Label Robotics 的头像
Label Robotics2 个月前

What matters is how to collect this available dataset make it universal across all domain and standardize it so that it useful.

Round Robin 的头像
Round Robin2 个月前

She's like the... the Wind Can't look in her eyes She's out of my league Just too fool to believe

Peyman Servati 的头像
Peyman Servati2 个月前

Great video. You should use @TexavieInc 5k1n tactile gloves. 1244 tactile data per glove, hand pose tracking, egocentric video and all streamed on the app.

Akbar 的头像
Akbar2 个月前

super useful!

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