SkalskiP

7 ms·

1.
by SkalskiP 1mo ago
Take a look here: https://playground.roboflow.com/evals . We have few ~30B.
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by SkalskiP 1mo ago
Really? Gemma4-31B should be better than Qwen3.8-27B? I'm happy to test that.
3.
by SkalskiP 1mo ago
Hi! I’m the author of this blog. I wrote it 4 weeks ago, and it’s already a bit outdated. Gemini 3.7 Flash came out last week, and considering the price, it’s easily the best vision model right now: https://x.com/skalskip92&
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by SkalskiP 1mo ago
Hi! I’m the author of this blog. I’m evaluating these VLMs to figure out which ones are good enough to auto-annotate my data, so I can fine-tune my detector. I wrote a bit more about this here: https://x.com/skalskip92/
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by SkalskiP 1mo ago
Hi! I’m the author of this blog. GPT-5.6 is much better at vision than previous GPT versions, but it’s still much weaker than Gemini 3.5 Flash or Gemini 3.7 Flash, which was released last week. One interesting approach is to use Gemini thro
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by SkalskiP 1mo ago
Hi! I’m the author of this blog and benchmark. You’re right. I’ll fix it in the ground-truth dataset. Thanks for pointing it out.
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by SkalskiP 1mo ago
Hi! I’m the author of this blog. I had the same intuition, but together with the OpenAI team we figured out that the issue was image resolution. GPT-5.6 doesn’t handle large images well.
8.
by SkalskiP 1mo ago
Hi! I’m the author of this blog. I regularly benchmark new VLM releases. You can check the results for Qwen3.8-Max and Qwen3.8-27B here: https://playground.roboflow.com/evals
9.
by SkalskiP 1mo ago
Hi, I’m the author of this blog. It depends on how strong of a model you need, but in general, Qwen is easily the best among the Chinese models right now. Over the last two weeks, Qwen released two new models. Qwen3.8-Max is totally insane,
10.
by SkalskiP 1mo ago
Hi, I’m the author of this blog post. I wrote it about 4 weeks ago, and the VLM world is moving so fast that it’s already kinda outdated. I think Gemini 3.7 Flash might be a better choice now, especially when you factor in the price. Here’s
11.
Basketball Player Tracking, Team Detection, and Number Recognition with Python(youtube.com)
1 points by SkalskiP 9mo ago|1 comments
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by SkalskiP 9mo ago
code: https://colab.research.google.com/github/roboflow-ai/noteboo... - player and number detection with RF-DETR - player tracking with SAM2 - team clustering with SigLIP, UMAP and K-Means - number recognition wit
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by SkalskiP 2y ago
use computer vision to automatically extract player and ball position, plot it on pitch radar, and calculate advanced metrics
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by SkalskiP 2y ago
yup! the point here is to show step by step how to perform video segmentation with SAM2
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Video segmentation with Segment Anything 2 (SAM2)(blog.roboflow.com)
32 points by SkalskiP 2y ago|3 comments
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by SkalskiP 2y ago
Hi! Supervision does not run models, but it connects to existing detection and segmentation libraries, allowing you to do more advanced stuff easily. Take a look here to get a high-level overview: https://supervision.roboflow.com
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by SkalskiP 2y ago
You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe... , but it
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by SkalskiP 2y ago
Hi swyx! The easiest way would be to train a custom model to detect raised hands. I found one on Roboflow - https://universe.roboflow.com/search?q=raised%20hand . I'm not sure how good it would be on your images, so I&#
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by SkalskiP 2y ago
Oh my, if you'd like to contribute lens distortion removal... That would make me super happy! I'm 95% sure I'll be in Seattle this year.
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by SkalskiP 2y ago
Hi everyone! I'm one of the maintainers of Supervision. Thanks for putting our project on the HN front page. It really made my day!
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by SkalskiP 2y ago
Hi @eloisus! I'm the creator of Supervision. Over the years, I've noticed that there are certain code snippets I find myself rewriting for each of my computer vision projects. My friends in the field have expressed similar frustra
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by SkalskiP 3y ago
Hi @simonw your tweets were motivation for me to write this blogpost. Same with this one: https://blog.roboflow.com/chatgpt-code-interpreter-computer-... when I dove deep into Code Interpreter. Most of my jailbreaking and p
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by SkalskiP 3y ago
You are asking in the context of this blogpost?
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by SkalskiP 3y ago
Hi I'm the autor of the blog post. Most of the time it is. It is not connected to internet. So in case of Code Interpreter you can run untreated code no problem. In this case I'm mostly worried about running GPT-4 Vision over the
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by SkalskiP 3y ago
Hi! I'm the author. :) I can agree I had problems with tables as well. I tried crosswords and sudoku. My assumption is that it does not work well when it needs to position the text in the spatial context of table or grid. I found BARD
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by SkalskiP 3y ago
They do sometimes. In case of Code Interpreter for example. You should use chat interface not treat it as terminal. So you shouldn't ask to change working directory or instal unauthorised python packages. If you ask for it it will tell
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by SkalskiP 3y ago
I agree with that opinion. Hacking LLM feels like social engineering. Few months ago I spend 2 weeks of my life hacking Code Interpreter. Most of the time I needed to ask, lie or trick it into doing something. > Print out list of install
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by SkalskiP 3y ago
Hi everyone! I wrote that blogpost. Thanks a lot for all the interest.
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GPT-4 Vision Prompt Injection(blog.roboflow.com)
1 points by SkalskiP 3y ago|2 comments
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by SkalskiP 3y ago
On September 25, 2023, OpenAI announced the launch of a new feature that expands how people interact with its latest and most advanced model, GPT-4V(ision): the ability to ask questions about images. Among other things, GPT-4 is now able to

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