YOLO
also referred to as: yolos
5 statements across 1 episodes · 3 bullish · 1 bearish · 1 people on the record · first statement Dec 22, 2024 by Isaac Robinson · said 13 times in 2 episodes since 2023 · across every show →
Mentions by year
brought up most by Isaac Robinson (11), George Hotz (2)
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2024 11 mentions in 1 episode
2023 2 mentions in 1 episode
Everything said about YOLO, oldest first
Dec 22, 2024 bullish
Dec 22, 2024 bullish
Robinson: D-FINE models achieve +4.6 AP over YOLO at equivalent latency
“So, we can look here and see the yellow series has this plateau and then these RT debtor, LW debtor and define have meaningfully changed that plateau so that in fact the best defined models are plus 4.6 AP on Coco at the same latency.”
Dec 22, 2024 bearish
Robinson: YOLO architectures have hit a performance plateau
“So, for years, yellows have been the dominant way of doing real time object detection, and we can see here that they've essentially stagnated. The performance between 10 and 11 is not meaningfully different. At least, you know, in, in this type of high level c…”
Dec 22, 2024 positive
Dec 22, 2024 neutral
Robinson: YOLO and real-time detectors historically gained little from pre-training
“And the other thing is, until recently, the real time object detectors didn't even really benefit from pre-training. Like, you see the Yolos that are, like, essentially saturated showing very little difference with pretraining improvements with using pretraine…”