DL| SSD, RetinaNet, DETR, CornerNet, CenterNet
in Blog / DL on Ssd, Retinanet, Detr, Cornernet, Centernet
SSD, RetinaNet, DETR, CornerNet, CenterNet
BoostCampAITECH
DL| Object Detection Neck 구조 정리(FPN부터 NASFPN까지)
in Blog / DL on Neck, Fpn, Panet, Detectors, Aspp, Bifpn, Nasfpn, Augfpn
Neck 종류들(FPN, PANet, DetectoRS, BiFPN, NASFPN, AugFPN)
ASPP(Atrous Spatial Pyramid Pooling) BoostCampAITECH
ALGORITHM| Minimum Spanning Tree와 구현 알고리즘
in Blog / ALGORITHM on Mst, Kruskal, Prim
MST, Kruskal MST, Prim MST
최소 신장 트리(MST, Minimum Spanning Tree)란 Kruskal 알고리즘 이란 Prim 알고리즘 이란
ALGORITHM| Union Find란?
in Blog / ALGORITHM on Disjoint set, Union find
Union Find 설명과 기본 구현, 최적화 구현
Union-Find 알고리즘 Disjoint Set #2 Union By Rank와 Path Compression
DL| shotshotshot(zero, one, few)
in Blog / DL on Zero shot, One shot, Few shot
Zero shot, One shot, Few shot에 대해서
One-shot / Few-shot / Zero-shot Learning 생성 AI의 학습 방식: 제로샷·원샷·퓨샷 러닝 BoostCampAITECH
DL| Monocular Depth Estimation, Depth Anything
in Blog / DL on Monocular depth estimation, Depth anything
Monocular Depth Estimation
20190416 Monocular Depth Estimation Junho Choi Deep Learning 기반 Depth Estimation with Mono Camera Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Depth Estimation의 평가 지표 Monocular Depth Estimation using ZoeDepth : Our Experience
DL| You Only Look Once(YOLO)
in Blog / DL on Yolo
You Only Look Once(YOLO)
YOLO 버전 - Yolo v1부터 Yolo v8까지 Yolo V5 - Deep learning YOLO-World: Real-Time Open-Vocabulary Object Detection BoostCampAITECH
DL| 2-stage detectors
in Blog / DL on R-cnn, Sppnet, Fast r-cnn, Faster r-cnn, Mask r-cnn, Roi projection, Roi pooling, Roi align, Rpn, Nms, Anchor box, Spp
R-CNN에서 Mask R-CNN까지의 발전
RCNN을 알아보자 SPPnet리뷰 Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition RoI Pooling NMS (Non-Maximum Suppression) & Anchor box Mask R-CNN 논문(Mask R-CNN) 리뷰 Mask R-CNN 리뷰 RoIPool과 RoIAlign 차이는? BoostCampAITECH
DL| 1, 2 Stage Detector(Region Proposal, anchor box)
in Blog / DL on 1 stage detector, 2 stage detector
1, 2 - Stage Detector 차이
Architecture - 1 or 2 stage detector 차이 Selective Search (선택적 탐색) 시나브로_개발자 성장기:티스토리 C_3.01 Anchor Boxes
DL| Pytorch
in Blog / DL on Pytorch
Pytorch(tensorflow 차이, 연산, 구성요소, 클래스, ray,…)