yeldarb

16 ms·

151.
by yeldarb 4y ago
Does this also apply to HEIC? We've had trouble with users trying to upload images captured on their iPhones. It only works in Safari.
152.
by yeldarb 4y ago
Thanks! Def going to check out those papers.
153.
by yeldarb 4y ago
> The most obvious one is that your dataset doesn't share a lot of features with the pretrained dataset. This is pretty common in vision tasks where the pretrained set is usually ImageNet. If you've seen a paper that verifies t
154.
by yeldarb 4y ago
How big is the gap? I did some testing & found that so long as it's similar domain (eg don't pre-train for COCO on X-Rays) it still helps. https://blog.roboflow.com/transfer-learning-similarity/ The intui
155.
by yeldarb 4y ago
100% - I've been cataloguing CLIP use-cases here; any additional ones that have popped up recently I should add? https://blog.roboflow.com/openai-clip/
156.
by yeldarb 4y ago
Roboflow does! You can train your own model or choose from over 10,000 others have trained & shared[1]. To self-host just run npx @roboflow/inference-server Then you can POST an image at any of the models to localhost:9001 eg base6
157.
by yeldarb 4y ago
Really neat project! Any interest in open sourcing the dataset? We'd be happy to host it & would love to feature it under our collection of pest control computer vision datasets[1]. [1] https://universe.roboflow.com&#x2F
158.
by yeldarb 4y ago
I'd certainly be interested in any legal differences if there are any! My opinion is that if the outcome is the same (a view from above is made publicly available) the how isn't a "large difference" from a moral perspect
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by yeldarb 4y ago
> what do you feel as right as the pilot doing it (vs the laws)? Personally, I think it's fine, and don't have a problem with people flying over my backyard & collecting images just like I don't have a problem with sat
160.
by yeldarb 4y ago
It doesn't currently, this[1] is the dataset of ~50 images I collected that I trained the model on. I'm not really an expert so I just labeled the things I thought looked like solar panels. It's mostly meant to be an example
161.
by yeldarb 4y ago
Yep, the Airmap app is really useful for getting those local restrictions & any applicable TFRs.
162.
by yeldarb 4y ago
As I understand it, the current state of the law (in the US at least) is that airspace is considered a public space governed by the FAA and you have no expectation of privacy in your front/back yard. It's basically the same as sat
163.
by yeldarb 4y ago
Love that idea -- and I think there are probably several startups that could be spun up on top of this (off the top of my head: search & rescue, monitoring swimmers in triathlons, helping governments identify zoning violations like unre
164.
by yeldarb 4y ago
Nice! I’d love an intro if they’re interested in using drones/computer vision to streamline their work
165.
by yeldarb 4y ago
Had a lot of fun building this; did an in-depth writeup here as well: https://blog.roboflow.com/georeferencing-drone-videos/
166.
Show HN: Finding and plotting solar panels in drone videos using computer vision(github.com)
29 points by yeldarb 4y ago|20 comments
167.
by yeldarb 4y ago
Excited to see semantic search getting legs with this and Lexica[1]. Related: we recently released[2] semantic search for custom datasets. You can use it to find all sorts of weird stuff in benchmark datasets like MS COCO[3] used to train m
168.
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
169.
by yeldarb 4y ago
I’m not sure if this is real, but this video of a stable diffusion powered video editor was posted on Reddit a couple weeks ago and looks insane: https://www.reddit.com/r/MachineLearning/comments/wmypmh/a
170.
WTF Coco – The Weird Images That Underpin Modern Computer Vision Models(blog.roboflow.com)
10 points by yeldarb 4y ago|1 comments
171.
by yeldarb 4y ago
Or flamethrower https://hackaday.com/2021/09/11/dont-sleep-on-the-lawn-there...
172.
by yeldarb 4y ago
We summarized the high level improvements here: https://blog.roboflow.com/yolov7-breakdown/
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by yeldarb 4y ago
For object detection, we made a way to do it from scratch in a couple of hours (for free if your project is open source[1]): https://docs.roboflow.com/inference/web-browser [1] https://blog.roboflow.com&#x2F
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The Case for a Next-Generation AI Developer Platform(modular.com)
11 points by yeldarb 4y ago|0 comments
175.
by yeldarb 4y ago
Yes, this is called "instance segementation". There's a YOLO-based instance segmentation model called YOLACT.
176.
by yeldarb 4y ago
Hey all, excited to share that we've opened the floodgates on Roboflow Universe and now host the world's largest collection of open source computer vision datasets and pre-trained models, shared by our community. Last year we made
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Show HN: 90k Computer Vision Datasets and 7k Pre-Trained Models(universe.roboflow.com)
10 points by yeldarb 4y ago|1 comments
178.
by yeldarb 4y ago
Can't be this; Google Colab gives out tons of free GPU usage.
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by yeldarb 4y ago
Any interest in over engineering it a bit more? We did something similar to spook rabbits[1] in a garden using a computer vision model to detect them (vs your masked motion sensor). Looks like lots of users have shared pigeon detection data
180.
The future of AI depends on Modular design(modular.com)
2 points by yeldarb 4y ago|0 comments

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