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Score - Subnet 44
2,093 posts
Score - Subnet 44
@webuildscore
Making every camera intelligent.
An open, permissionless computer vision layer for the real world.
Powering @manakoai · $TAO SN44
Joined July 2024
- Score - Subnet 44 reposted
Video has unique challenges which force it to operate on the edge in production. So we turned the subnet into a vision distillation machine, and the numbers are now clear.That is what we are building, and the miners on our subnet are the engine. The incentive mechanism turned an open, adversarial competition into a model that beats the giants at its job. Point the same mechanism at the next task and it does it again. - That is what we are building, and the miners on our subnet are the engine. The incentive mechanism turned an open, adversarial competition into a model that beats the giants at its job. Point the same mechanism at the next task and it does it again.
- The miners did this. We benchmarked Score 'Skills' against foundation models and frontier chat VLMs under the fairest protocol we could design. Result → alone on the accuracy-latency Pareto frontier, near real time on a laptop-class CPU, while frontier models need a datacentre"@webuildscore is just marketing" n=280 frames, 95% cluster-bootstrap CIs, ignore regions masked, p95 latency on a 4-thread i5, no gpu we even scored the VLMs on F1 instead of mAP to give them their best shot handicapped ourselves to be fair. still alone in the top-left.
- Score - Subnet 44 reposted
SUBNET NEWS: @webuildscore and @vidaio_ join forces to bring advanced visual intelligence into VidaioOS, making video archives searchable, actionable and monetisable at an entirely new level.Score x Vidaio. Following our @proofoftalk presentation, @vidaio_ (SN85) is partnering with us to be one of the first teams to launch their own vision AI challenges on SN44. The goal: bring advanced visual intelligence into VidaioOS, making video archives searchable, actionable
- Score - Subnet 44 reposted
Subnet stacking 44 x 85Score x Vidaio. Following our @proofoftalk presentation, @vidaio_ (SN85) is partnering with us to be one of the first teams to launch their own vision AI challenges on SN44. The goal: bring advanced visual intelligence into VidaioOS, making video archives searchable, actionable - Score x Vidaio. Following our @proofoftalk presentation, @vidaio_ (SN85) is partnering with us to be one of the first teams to launch their own vision AI challenges on SN44. The goal: bring advanced visual intelligence into VidaioOS, making video archives searchable, actionable
- Score - Subnet 44 reposted
Returning to the @VivaTech stage this year. Vision AI. DeAI. And what it looks like when you put both to work on a real factory floor. With @jtledore and a couple of execs from a manufacturing partner of ours. Thanks to @PwC_France for having us. Save the date: 17/6, 14:45pm
- First → detection models Coming weeks → segmentation models Then...
- Score - Subnet 44 reposted
🚨 A gas station owner cutting theft. A drone catching fire in seconds. One Roboflow-sized opportunity ahead. @MaxScore on how @webuildscore SN44 brings real-world vision #AI to #Bittensor, in conversation with @AltcoinMillie Full recap of interview in comment 👇
- Max here: "We built"... I mean, check our username 👉 @webuildscore Great convo with Millie. our prediction is that his podcast is going to be very successful. A true $TAO community member!He Built AI That Sees Everything | Bittensor SN 44 (FULL INTERVIEW) youtu.be/rwT94oB-CX4?si… via @YouTube I had a chance to sit down with max and talk everything #AI $TAO and @webuildscore
