yeldarb

17 ms·

121.
by yeldarb 4y ago
Is there a good heuristic for picking a reasonable number of clusters automatically for an arbitrary set of vectors?
122.
by yeldarb 4y ago
Wow, this is pretty epic. I put it through its paces on a pretty wide variety of images that have tripped up recent zero-shot models[1] and am thoroughly impressed. We have a similar "Smart Polygon" tool[2] built into Roboflow but
123.
They're Made Out of Meat (2013)(youtube.com)
1 points by yeldarb 4y ago|0 comments
124.
by yeldarb 4y ago
Good timing -- we actually just published a tutorial showing how to build semantic image search (including generating vectors with CLIP) with faiss this morning: https://blog.roboflow.com/clip-semantic-search/
125.
by yeldarb 4y ago
We did YC in S20 (fully remote during COVID) and, as a Silicon Valley outsider, it was absolutely, 100%, no-questions-asked worth it for the fundraising credibility alone. After demo day, we were able to get in the room with dozens of top-t
126.
Roboflow Launch Week(roboflow.com)
1 points by yeldarb 4y ago|0 comments
127.
by yeldarb 4y ago
I always like to try these zero-shot models on things outside of the "normal" COCO classes. Here are some chess board queries: Counting: https://imgur.com/KTuQ1Bv Parse the chess board: https://imgur.co
128.
by yeldarb 4y ago
If GPT-4 is talking to another instance of itself vs 3.5 are the results similar? Or is it only good at fooling a less capable version?
129.
by yeldarb 4y ago
> But most of the engineers I personally know are sort of squinting at it and thinking, “Is this another crypto?” Even the devs at Sourcegraph are skeptical. I mean, what engineer isn’t. Being skeptical is a survival skill. > Remember
130.
by yeldarb 4y ago
This is really neat. Is the idea that people will finetune from these pre-trained weights? Would be really curious to learn the delta in model performance on downstream tasks relative to training from randomly initialized weights or generic
131.
Speculating on How GPT-4 Changes Computer Vision(blog.roboflow.com)
4 points by yeldarb 4y ago|1 comments
132.
by yeldarb 4y ago
The GPT-4 paper & post[1] describe that the original model is pretty good at predicting the probability of its own correctness (well-calibrated confidence) but the post-processing degrades this property: > GPT-4 can also be confident
133.
by yeldarb 4y ago
Love it; one of the biggest things we've preached to users of our computer vision dev-tool is: it doesn't matter how much time you spend on your model if your data is bad. When you're trying to get a first version of your CV
134.
What's New in YOLOv8(blog.roboflow.com)
7 points by yeldarb 4y ago|0 comments
135.
YOLOv8: Real-time, SOTA, object detection and segmentation models(github.com)
28 points by yeldarb 4y ago|2 comments
136.
by yeldarb 4y ago
Bought one for my kiddo. He’s just a baby but still needs a unique email for me to create him accounts (eg frequent flyer, global entry) and I had previously been using a +variant on my gmail. Having a vanity email alias seems more fun.
137.
by yeldarb 4y ago
Roboflow | Multiple Roles | Full-time (Remote) | https://roboflow.com/careers?ref=whoishiring0123 Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight.
138.
by yeldarb 4y ago
Haven't heard of those two, but would be really awesome to see an integration. We have an open API[1] for just this reason: we really want to make it easy to use (and source) your data across all the different tools out there. We'
139.
by yeldarb 4y ago
Appreciate the insight! We'll discuss the best way to improve this next week when folks are back in office after the holiday weekend.
140.
by yeldarb 4y ago
Thanks, do you have a suggestion for how we should handle this better? We’d like to make this as easy as possible for folks to use while giving proper credit to the users who did the hard work labeling and sharing these datasets.
141.
by yeldarb 4y ago
Thanks for the call-outs, it looks like our terms of service need to be made more clear (and I’m flagging that internally); they’re supposed to be talking about “The Website” vs “the content on the website” and the governing license for pub
142.
by yeldarb 4y ago
Good idea. I haven’t looked too closely yet at the “hard” datasets. We originally considered “fixing” the labels on these datasets by hand, but ultimately decided that label error is one of the challenges “real world” datasets have that mod
143.
by yeldarb 4y ago
Thanks for sharing @jonbaer! I’m one of the co-founders of Roboflow. Some additional resources and context: * Blog Post: https://blog.roboflow.com/roboflow-100/ * Paper: https://arxiv.org/abs/2211.
144.
by yeldarb 4y ago
For computer vision, there are 100k+ open source classification, object detection, and segmentation datasets available on Roboflow Universe: https://universe.roboflow.com
145.
by yeldarb 4y ago
Roboflow | Multiple Roles | Full-time (Remote) | https://roboflow.com/careers?ref=whoishiring1222 Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight.
146.
Roboflow (YC S20) is hiring engineers to democratize computer vision(roboflow.com)
1 points by yeldarb 4y ago
147.
by yeldarb 4y ago
* Blog Post: https://blog.roboflow.com/roboflow-100/ * Paper: https://arxiv.org/abs/2211.13523 * Github: https://github.com/roboflow-ai/roboflow-100-benchmark At Roboflow, we
148.
Show HN: Real-World Datasets for Benchmarking Object Detection Models(rf100.org)
13 points by yeldarb 4y ago|1 comments
149.
by yeldarb 4y ago
You should be able to use embeddings for this (sort by the cosine similarity). eg OpenAI has an off the shelf offering: https://beta.openai.com/docs/guides/embeddings/what-are-embe... We used something simila
150.
by yeldarb 4y ago
Roboflow | Multiple Roles | Full-time (Remote) | https://roboflow.com/careers Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platf

More ›