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Centralising tool access for our prompt-assembly agent with Bifrost MCP gateway

Centralising tool access for our prompt-assembly agent with Bifrost MCP gateway

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4 min read
One image schema for four VLM providers: we stopped reformatting payloads

One image schema for four VLM providers: we stopped reformatting payloads

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4 min read
Our event-camera detector lost 6 mAP to a badly chosen accumulation window

Our event-camera detector lost 6 mAP to a badly chosen accumulation window

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4 min read
I-JEPA: the Shift Away From Pixel-Level Learning in Computer Vision from Yann LeCun

I-JEPA: the Shift Away From Pixel-Level Learning in Computer Vision from Yann LeCun

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4 min read
From 9 Tiles to 900: Scaling Computer Vision Pipelines

From 9 Tiles to 900: Scaling Computer Vision Pipelines

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9 min read
What Ball Tracking Misses in Tennis Video Analysis

What Ball Tracking Misses in Tennis Video Analysis

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4 min read
June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era

June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era

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1 min read
QAT vs PTQ on our edge vision model: 6 months of A/B data

QAT vs PTQ on our edge vision model: 6 months of A/B data

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4 min read
Structured channel pruning got our detector under 12ms on a Jetson

Structured channel pruning got our detector under 12ms on a Jetson

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4 min read
torch.compile recompiled our SDXL UNet 38 times in production

torch.compile recompiled our SDXL UNet 38 times in production

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4 min read
The bf16 grad accumulator that killed our SDXL LoRA training

The bf16 grad accumulator that killed our SDXL LoRA training

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4 min read
Computer Vision in the Browser: Building a Live OMR Scanner with OpenCV

Computer Vision in the Browser: Building a Live OMR Scanner with OpenCV

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1 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice

Capping VLM spend per CV researcher: hierarchical budgets in practice

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4 min read
Auto-labelling 1.2M robotics frames with VLMs: a failover story

Auto-labelling 1.2M robotics frames with VLMs: a failover story

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4 min read
Quantising event-camera networks to run under 1MB on a Cortex-M7

Quantising event-camera networks to run under 1MB on a Cortex-M7

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4 min read
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