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From 9 Tiles to 900: Scaling Computer Vision Pipelines
edjgeek profile
Eric D Johnson for AWS

From 9 Tiles to 900: Scaling Computer Vision Pipelines

#aws #serverless #computervision #typescript
6
Comments
9 min read
Native Bounding Boxes Changes Everything for Visions Devs
amirhosseinghanipour profile

Native Bounding Boxes Changes Everything for Visions Devs

#ai #gemini #vision #computervision
2
Comments 4
2 min read
June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era
jguerrero-voxel51 profile

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

#ai #computervision #machinelearning #opensource
Comments
1 min read
QAT vs PTQ on our edge vision model: 6 months of A/B data
marcorinaldi_ai profile

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

#machinelearning #computervision #mlops #pytorch
Comments
4 min read
Age Verification's Dirty Secret: The Tech Works. The System Doesn't.
caracomp profile

Age Verification's Dirty Secret: The Tech Works. The System Doesn't.

#ai #machinelearning #computervision #biometrics
Comments
3 min read
Structured channel pruning got our detector under 12ms on a Jetson
marcorinaldi_ai profile

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

#computervision #pytorch #machinelearning #mlops
Comments
4 min read
torch.compile recompiled our SDXL UNet 38 times in production
elise_moreau profile

torch.compile recompiled our SDXL UNet 38 times in production

#pytorch #machinelearning #computervision #mlops
Comments
4 min read
The bf16 grad accumulator that killed our SDXL LoRA training
elise_moreau profile

The bf16 grad accumulator that killed our SDXL LoRA training

#machinelearning #pytorch #mlops #computervision
Comments
4 min read
Identity Verification Just Became Infrastructure — And Your Evidence Better Survive It
caracomp profile

Identity Verification Just Became Infrastructure — And Your Evidence Better Survive It

#ai #machinelearning #computervision #biometrics
Comments
3 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice
marcorinaldi_ai profile

Capping VLM spend per CV researcher: hierarchical budgets in practice

#machinelearning #computervision #llm #mlops
1
Comments 2
4 min read
Auto-labelling 1.2M robotics frames with VLMs: a failover story
marcorinaldi_ai profile

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

#computervision #mlops #llm
Comments
4 min read
Quantising event-camera networks to run under 1MB on a Cortex-M7
marcorinaldi_ai profile

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

#machinelearning #computervision #mlops
Comments
4 min read
Winograd convolutions cost us 2 mAP and we didn't notice for a month
marcorinaldi_ai profile

Winograd convolutions cost us 2 mAP and we didn't notice for a month

#computervision #pytorch #machinelearning #mlops
1
Comments 1
4 min read
VLM-scored calibration sets for INT8 quantisation, routed through Bifrost
marcorinaldi_ai profile

VLM-scored calibration sets for INT8 quantisation, routed through Bifrost

#machinelearning #mlops #computervision #pytorch
Comments
4 min read
Six weeks of Bifrost in a factory QA pilot: real cost numbers
marcorinaldi_ai profile

Six weeks of Bifrost in a factory QA pilot: real cost numbers

#machinelearning #computervision #mlops #infrastructure
Comments
4 min read
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