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yeldarb
searching Neon…
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Roboflow Serverless Inference: A Thousand Models on a Shared GPU Fleet
(blog.roboflow.com)
2 points
by
yeldarb
2mo ago
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0 comments
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yeldarb
3mo ago
> See the url in my comment (search for the term rfdetr-2xlarge). 2XL does indeed go up to 800x800 and has PML1.0 license instead of apache 2.0. All of the models, including the Apache 2.0 ones, can be configured to go higher than 800x80
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yeldarb
3mo ago
That may be true for legacy CNNs but very few production use-cases require such a large resolution with DETRs. The latency scales quadratically with the resolution. Regardless, you can do whatever resolution you want with the Apache 2.0 mod
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yeldarb
3mo ago
Suspect choice for the paper to only include a single DETR from 2022 in the headline pareto chart and claim to have "the strongest AP–latency trade-off"... Clearly the authors were aware of models that exceed theirs given they eve
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yeldarb
3mo ago
It’s a big improvement if you’re already paying them but, given their aggressive approach to licensing, I can’t imagine why anyone would choose to use an Ultralytics model on a new project in 2026. You’re just asking to be shaken down and h
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Roboflow (YC S20) Is Hiring a Security Engineer for AI Infra
(roboflow.com)
1 points
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yeldarb
7mo ago
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yeldarb
10mo ago
Yes, it should.
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yeldarb
10mo ago
We have a JS SDK that supports RF-DETR: https://docs.roboflow.com/deploy/sdks/web-browser
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yeldarb
10mo ago
We used DINOv2 as the backbone of our RF-DETR model, which is SOTA on realtime object detection and segmentation: https://github.com/roboflow/rf-detr It makes a great target to distill SAM3 to.
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yeldarb
10mo ago
We (Roboflow) have had early access to this model for the past few weeks. It's really, really good. This feels like a seminal moment for computer vision. I think there's a real possibility this launch goes down in history as "
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yeldarb
10mo ago
We (Roboflow) have had early access to this model for the past few weeks. It's really, really good. This feels like a seminal moment for computer vision. I think there's a real possibility this launch goes down in history as "
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GPT-5 Coding Examples
(github.com)
10 points
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yeldarb
1y ago
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1 comments
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yeldarb
1y ago
Wonder if you can subtract these vectors to get the opposite effect and what that ends up being for things like sycophancy or hallucination. I also wonder what other personality vectors exist.. would be cool to find an “intelligence” vector
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yeldarb
1y ago
Is this a new product or a marketing page tying together a bunch of the existing MediaPipe stuff into a narrative? Got really excited then realized I couldn’t figure out what “Google AI Edge” actually _is_. Edit: I think it’s largely a rebr
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Cohere Aya Vision: Expanding the Worlds AI Can See
(cohere.com)
2 points
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yeldarb
2y ago
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0 comments
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yeldarb
2y ago
I've been reflecting a bit on this and remembering what it used to be like when I did hackathons regularly a decade or so ago. This project seems on-par with the type of 48 hour hackathon project I used to do (assuming CLIP had existed
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yeldarb
2y ago
Hey all, sharing a project we made in 2 hours at the Vercel+NVIDIA hackathon last week. While the app is cool, the thing that blew my mind is that the entire app was coded by Vercel's v0 agent. In other words: I did not write a singl
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Show HN: NYCerebro, semantic search of NYC traffic cams (written by v0)
(nycerebro.vercel.app)
4 points
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yeldarb
2y ago
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2 comments
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GPU Fryer
(github.com)
2 points
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yeldarb
2y ago
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0 comments
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Roboflow (YC S20) is hiring an engineer to work on its open source projects
(ycombinator.com)
1 points
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yeldarb
2y ago
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Putting the New M4 Macs to the Test
(blog.roboflow.com)
4 points
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yeldarb
2y ago
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0 comments
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yeldarb
2y ago
Is there any Docker alternative on Mac that can utilize the MPS device in a container? ML stuff is many times slower in a container on my Mac than running outside
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yeldarb
2y ago
More context from Jeremy Howard (fast.ai): https://x.com/jeremyphoward/status/1857765905188651456
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PyTorch Deprecation of Conda Nightly Builds
(dev-discuss.pytorch.org)
3 points
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yeldarb
2y ago
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1 comments
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yeldarb
2y ago
It’s sad that only Google can (and honestly a bit surprising that Google hasn’t) use multimodal video models to index the semantic contents & transcripts of these videos for search. Huge long tail of unique content.
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yeldarb
2y ago
If you do it naively your video frames will buffer waiting to be consumed causing a memory leak and eventual crash (or quick crash if you’re running on a device with constrained resources). You really need to have a thread consuming the fra
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yeldarb
2y ago
We’ve got an open source pipeline as part of inference[1] that handles the nuances (multithreading, batching, syncing, reconnecting) of running multiple real time streams (pass in an array of RTSP urls) for CV models like YOLO: https:/
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Replit Quickstart Guides
(replit.com)
1 points
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yeldarb
2y ago
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0 comments
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All Text in NYC (Brooklyn)
(alltext.nyc)
1 points
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yeldarb
2y ago
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0 comments
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Roboflow (YC S20) is hiring an ML Engineer to democratize computer vision
(ycombinator.com)
1 points
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yeldarb
2y ago
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