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Deep Learning
EUNPYO HONG
I am working towards becoming a full-stack AI engineer.
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Total Posts (77)
Backend / MLOps
Tools(13)
AWS(3)
Design Pattern(13)
Computer Vision
Paper Review(20)
Image Generation(4)
Project
project(8)
ML / DL
Machine Learning(1)
Deep Learning(15)
Deep Learning
FastSAM vs MobileSAM
Paper
Segmentation
2023.07.07
Focal Loss
Paper
Pytorch
2022.01.02
[블로그 리뷰] Self-supervised learning: The dark matter of intelligence
Paper
2021.12.16
Inference with OpenVINO
OpenVINO
Backend
2021.11.17
Detectron2 + weights and biases + multi gpu
Segmentation
2021.07.22
PyTorch Lightning
Pytorch
2021.05.28
Test Time Augmentation(TTA)
Metric
Pytorch
2021.05.17
Pytorch 함수 및 팁 저장소(상시 추가)
Pytorch
2021.04.19
mAP(Mean Average Precision) [2]
Metric
Pytorch
2021.01.21
NMS(Non Max Suppression)
Metric
Pytorch
2021.01.21
IOU(Intersection over union)
Metric
Pytorch
2021.01.20
Batch Normalization
Metric
Pytorch
2021.01.02
mAP(Mean Average Precision) [1]
Metric
2020.12.16
Custom Dataset
Metric
Pytorch
2020.12.14
albumentations (Data Augmentation)
Albumentations
Data
2020.12.13
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