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- 방학 목표: YOLO의 최신 모델인 YOLO v4에 대한 논문을 읽고 분석한다.
- [x] 8월 12일까지 해와야 할 것
- 용어 위주로 정리해보기
- 요점 간단하게 한국어로 적어오기
- 흐름 이해 해오기
- [x] 8월 14일 금
- 2-2까지 읽어오기
- [x ] 9월 10일 목
- 3-4까지 읽어오기
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https://openaccess.thecvf.com/content_CVPRW_2020/papers/w28/Wang_CSPNet_A_New_Backbone_That_Can_Enhance_Learning_Capability_of_CVPRW_2020_paper.pdf
The authors, as usual, claim that their models ar…
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Due to the limitation of GPU devices, I only tested the model with epoch = 1, and found that compared with the traditional resnext model, the result of cspresnext model for an epoch is not satisfactor…
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Hello!
At some point of training I get negative GIOU, huge iou_loss and then NAN average loss.
I get them on modified version of .cfg, default is trained well on the same dataset.
I removed last yo…
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https://github.com/AlexeyAB/darknet/blob/6cbb75d10b43a95f11326a2475d64500b11fa64e/cfg/yolov4-custom.cfg#L50
https://github.com/AlexeyAB/darknet/blob/6cbb75d10b43a95f11326a2475d64500b11fa64e/cfg/yol…
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**CSPNet**: A New Backbone that can Enhance Learning Capability of CNN
The most comprehensive comparison of detection models:
* paper: https://arxiv.org/abs/1911.11929v1
* models: https://github.c…
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Hi, I trained the network with the CityPersons dataset as described in the repo.
Besides changing the batchsize from 4 to 2 because I'm training on a single GPU, and changing the lr to 2*e⁻⁴ as in th…
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这是主函数代码
import os
import time
import torch
import json
import torch.optim as optim
from copy import deepcopy
from torch.utils.data import DataLoader
from torchvision.transforms import ToTensor…