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SCI AI

EG Ege Kasal

Optimization Pitfalls: The Hidden Cost of Marshaling in Python/C Bridging

In the field of computer vision and object detection, accuracy metrics are the pulse of model performance. One of the most fundamental…

Apr 18, 2026 · 3 min read · 2 claps #image-processing #computer-vision #facedetection

Optimization Pitfalls: The Hidden Cost of Marshaling in Python/C Bridging

DSN

BA Banff Wolf (班芙狼)

借条

Abstract: IOU tells a quiet story of trust, debt, and human dignity in a small immigrant town in K city. Through Old Qian’s hesitation to…

Feb 23, 2026 · 2 min read · 0 claps paywalled #iou #借条 #human-behavior

SCI

TE Ted Fish - Ontheroadtofindout.ca

3I Atlas — IOU, Benny and The Jets

Io + U = IOU = moon + 3I Atlas

Jan 19, 2026 · 6 min read · 0 claps #3i-atlas #benny-and-the-jets #iou

ECO

DI discovery2.0

French Fixed-Rate Bonds (obligation à taux fixe)

Fixed-rate bonds: what exactly is fixed?

Sep 16, 2025 · 2 min read · 0 claps #bonds #debt-financing #financial-services

SOC

AB Abhishek Jain

GIoU, CIoU and DIoU: Variants of IoU and how they are better compared to IoU

GIoU, DIoU and CIoU were introduced to address limitations of the basic Intersection over Union (IoU) loss, which is commonly used in…

Feb 03, 2025 · 4 min read · 103 claps #giou #ciou #diou

GIoU, CIoU and DIoU: Variants of IoU and how they are better compared to IoU

SOC

AB Abhishek Jain

IoU as a loss function

In the early stages of object detection models, L1 (Mean Absolute Error) and L2 (Mean Squared Error) losses were commonly used to calculate…

Jan 21, 2025 · 2 min read · 0 claps #iou #intersection-over-union #object-detection

SOC

AB Abhishek Jain

IoU (Intersection over Union)

Intersection over Union (IoU) is used to evaluate the performance of object detection by comparing the ground truth bounding box to the…

Jan 20, 2025 · 2 min read · 2 claps #iou #intersection-over-union #object-detection

HUM MKT AI

SE Sepideh Shamsizadeh

Semantic Segmentation: A TensorFlow Exploration of FCN, and Transfer Learning

Welcome to the world of computer vision, where computers learn to see and understand images. Picture this: a computer not only recognizes…

Nov 02, 2023 · 11 min read · 30 claps #semantic-segmentation #vgg16 #fcn

Semantic Segmentation: A TensorFlow Exploration of FCN, and Transfer Learning

JA Jay Huang

IOU v.s. GIOU

[abbr]

Jun 01, 2022 · 1 min read · 0 claps #iou #giou #loss