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Brad Dwyer {๐Ÿ—}
@braddwyer
Co-founder & CTO (YC S20): Give your software the sense of sight; use computer vision without becoming a machine learning expert.
Des Moinesroboflow.comJoined March 2009

Brad Dwyer {๐Ÿ—}โ€™s Tweets

Brock Purdy had a perfect passer rating (158.3) in the 2nd half on 9/11 passing for 185 yds and 2 TD Patrick Mahomes (2021 vs Steelers) and Purdy are the only QBs with a perfect passer rating in a half in the last 5 postseasons (min. 10 attempts)
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YOLOv8 is here!
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On the Twelfth Day of #Shipmas, Roboflow gave to me: YOLOv8 train and deploy. We added support for the brand-new SOTA #YOLOv8 model to Roboflow. You can export datasets in the right format, train with our notebook, and share/deploy with a single command! youtube.com/watch?v=wuZtUM
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Roboflow's 12 Days of #Shipmas wraps up tomorrow with a grand finale! So excited.
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On the Eleventh Day of #Shipmas, Roboflow gave to me: Image Tagging. Organizing your images just got a lot easier: you can now add, sort, and filter your datasets by custom-defined metadata. Add image tags during upload, via API, from search results, or in the annotation editor.
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The NFL owes such a big debt of gratitude to whoever invented fantasy football and incentivized people to watch so many games they otherwise wouldnโ€™t have cared about.
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82 NFL games in the top 100 most-watched TV shows of 2022 That football emoji at #35 is the 4-10 Broncos losing to the 4-10 Rams by 37 points on xmas... which got more viewers than any NBA game, any MLB game, any World Cup Game, the Oscars, or any scripted TV show
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I love it when multiple features come together to make magic. Smart Polygon works so nicely with Label Assist. blog.roboflow.com/automated-poly
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On the Tenth Day of #Shipmas, Roboflow gave to me: Label Assist for Segmentation. You can now use segmentation models to pre-annotate your images (and then use Smart Polygon to refine the predicted shapes). This greatly speeds up the annotation process for active learning.
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Can anyone explain to me in simple terms why the length of a sequence of right angles doesnโ€™t converge as it approaches a straight line? (I get that it _doesnโ€™t_, but intuitively this seems a lot like the geometric explanation for calculating the area under a curve.)
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I had this hanging on my office door for a couple of years. A nice illustration of how limits do/don't work.
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Whatโ€™s the best way to level up on Copilot? I feel like Iโ€™m barely stretching the surface.
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Nice read on reverse engineering of GitHub Copilot ๐Ÿช„. Copilot has dramatically accelerated my coding, it's hard to imagine going back to "manual coding". Still learning to use it but it already writes ~80% of my code, ~80% accuracy. I don't even really code, I prompt. & edit. twitter.com/parth007_96/stโ€ฆ
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Fun to see: โ€ข the transition from CEO at (pre 2019) to CTO at (2019 on) โ€ข the time I took in 2019 to learn ML (hacking in notebooks off GitHub) โ€ข that ramping the team enabled me to code more this year than the first 2.5 years of combined!
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This is wild. The future is going to be so weird.
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๐Ÿ‘€ I wrote a script that - pulled @_akhaliq's last 7 days of tweets - fished out the arxiv links - downloaded raw paper .tex - parsed out intros & conclusions - automated a podcast dialogue about the papers w/ web automation & GPT - generated a podcast scribepod.substack.com/p/scribepod-1
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You didn't think 2022 was over yet, did you?๐Ÿƒ
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Welcome to Roboflow's 12 Days of Shipmas! We're ending 2022 strong and kicking off 2023 with a bang by shipping 12 features in 12 days. #Shipmas starts now. ๐Ÿšข Check back daily for updates.
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Would love to see this combined with the stable diffusion 2.0 depth map model.
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OpenAI just dropped a prototype of 3D DALLE (called โ€œPoint-Eโ€) ๐Ÿ‘€. It isnโ€™t as good as Googleโ€™s DreamFusion, but blazing fast! Like ~600x faster to generate ๐Ÿ˜ฎ. 2D DALLE has already turned the creative world upside down. How will 3D DALLE disrupt games, VR, metaverse, โ€ฆ? ๐Ÿคฏ
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Twitter's signup captcha seems like an example of something that's hard/annoying for humans and easy for computers... You have to do 5 of these to pass. Gave up on testing their onboarding flow after failing it twice.
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Most object detection papers benchmark against MS COCO; but better performance on a large dataset of common objects doesn't necessarily translate to better performance on small datasets of infrared images. Today we're launching RF100, 100 real-world datasets across many domains.
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NEW! Roboflow 100: A Multi-Domain Object Detection Benchmark We compiled 100 datasets from our community spanning a wide range of domains, subjects, and sizes to be used for benchmarking state-of-the-art computer vision models. Learn more: rf100.org Continued..๐Ÿ‘‡
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Found an optimization that took an operation in Roboflow from 1000 seconds down to 3 seconds.. Iโ€™m both stoked about the 300x speed up and embarrassed it took 8 months of it living in prod to realize it shouldnโ€™t be so darn slow!
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