Caleb Darden

43 posts

Caleb Darden banner
Caleb Darden

Caleb Darden

@NeuroDarden

Postbac at @NIAAAnews. Preoccupied Rubik’s cube addict. Thom Yorke enthusiast. Aspiring physician-scientist. Year of Linux. Don’t fear the command line.

Washington, DC Katılım Ağustos 2023
298 Takip Edilen51 Takipçiler
Caleb Darden
Caleb Darden@NeuroDarden·
For those of you who, like me, refuse to pay for cable but want to watch March Madness... a new incognito window on Chrome (CMD+SHIFT+N) restarts the 1-hour preview
English
0
0
0
31
Caleb Darden
Caleb Darden@NeuroDarden·
Squeak squadron boot camp
Caleb Darden tweet media
English
0
0
1
27
Caleb Darden
Caleb Darden@NeuroDarden·
This has been a fun few weeks. Squeakview now includes: -multicamera (FLIR) for stereovision -Google drive backend via rclone because who likes pulling data -darker, sleeker, less clunky GUI -multiclass prediction -depth sensing via ZED* -stuff github.com/dlhagger/Squea…
Caleb Darden tweet media
English
1
2
5
495
Caleb Darden retweetledi
Luiz Pessoa
Luiz Pessoa@PessoaBrain·
𝗪𝗵𝗮𝘁'𝘀 𝘁𝗵𝗲 𝗿𝗲𝗹𝗮𝘁𝗶𝗼𝗻𝘀𝗵𝗶𝗽 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗺𝗮𝗻𝗶𝗳𝗼𝗹𝗱𝘀 𝗮𝗻𝗱 𝗿𝗲𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝘀 𝗶𝗻 𝘁𝗵𝗲 𝗯𝗿𝗮𝗶𝗻? This looks like a must read (suppl material bursting with goodies). doi.org/10.1016/j.neur…
Luiz Pessoa tweet media
English
3
142
812
37.9K
Caleb Darden
Caleb Darden@NeuroDarden·
This has gotten out of control
Caleb Darden tweet media
English
0
0
0
44
Caleb Darden
Caleb Darden@NeuroDarden·
@Laing_BrentonT Thank you!!! Feel free to message me or email David if you are interested in/have any questions about implementation!
English
0
0
0
19
Caleb Darden
Caleb Darden@NeuroDarden·
This is finally out. Cool stuff like model-assisted labeling, ultra (I mean ultra) fast training and inference. Models out of the box for MouseHouse. Real-time deployment on edge w/ NVIDIA Jetson. Oh, and 120 FPS real-time inference w/ quantized models! biorxiv.org/content/10.648…
English
2
0
0
155
Caleb Darden
Caleb Darden@NeuroDarden·
@saen_dev PTQ via TensorRT. For FP16, its a direct post training weight cast. for int8 its PTQ again with a calibration set. Performance drop (MAP50-95/pixel error/etc) with FP16 is negligible. With INT8, you get some accuracy hits. We run 120 FPS on full 1440x1080 images with FP16 though!
English
0
0
0
46
Saeed Anwar
Saeed Anwar@saen_dev·
@NeuroDarden 120 FPS real-time inference with quantized models on Jetson is insane. Model-assisted labeling saves so much time in the training loop. What's your quantization strategy - PTQ or QAT? And how much accuracy drop are you seeing with the quantized version?
English
1
0
0
109
Caleb Darden
Caleb Darden@NeuroDarden·
"My jaw is on the floor" moments are rare. As a kid, they were on mountain tops. As an adult, they've come from science. In the last year, most have involved ML. This morning, it was watching a #yolo11 pose model crush it with some pretraining help from #DINOV3.
English
0
0
0
90
Zhuokai Zhao
Zhuokai Zhao@zhuokaiz·
Finally had time to prep intake materials for my eb-1a petition and realized I actually never had a proper academia-style CV 😅 Looked around, (surprisingly) didn't find many templates I liked, so I made one. Nothing too special, but I think it looks better, and has all the macros ready to use. Sharing it here in case it’s useful: github.com/zhuokaizhao/ac…
English
18
60
716
89.8K
Tech with Mak
Tech with Mak@techNmak·
These are literally the kind of LLM interview questions most candidates wish they had seen earlier. A curated list of LLM interview questions - shared by Hao Hoang Want this doc? Follow @techNmak and comment “LLM” - I’ll send it over.
Tech with Mak tweet media
English
1.4K
490
4.2K
408.6K
Caleb Darden
Caleb Darden@NeuroDarden·
I'm shocked by the power of desktop computing from NVIDIA. The GB10 trains pt models that previously took half a day on a 3060 in about a minute...
English
0
0
0
73
NVIDIA GeForce
NVIDIA GeForce@NVIDIAGeForce·
Only 200 Cyberpunk 2077 GPUs were ever created. Five years later, one returns. This original Cyberpunk 2077 GeForce RTX 2080 Ti now signed by Jensen Huang is back to celebrate five years in Night City🌆 Comment “GeForce Season” to enter.
English
14.4K
1.1K
11.8K
1.4M
Caleb Darden
Caleb Darden@NeuroDarden·
Normalize naming your ipynb the question it’s supposed to answer.
English
0
0
0
68