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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-12-day1.md
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Expand Up @@ -4,7 +4,7 @@ title: Day1
date: 2023-10-12 17:51 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

今天啥也没干,给虚拟机里的系统全更新了一遍,明天一定要学习!
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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-13-day2.md
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Expand Up @@ -4,7 +4,7 @@ title: Day2
date: 2023-10-13 21:42 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

找了个教程跑个代码:<https://blog.csdn.net/darkredrock/article/details/131049498>
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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-14-day3.md
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Expand Up @@ -4,7 +4,7 @@ title: Day3
date: 2023-10-14 19:54 +0800
category: [读研日记]
tags: [label-studio]
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

今天好像又啥也没干,这种日记还有记录的必要吗
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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-15-day4.md
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Expand Up @@ -4,7 +4,7 @@ title: Day4
date: 2023-10-15 23:13 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

今天又是睡了一整个白天
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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-21-day5.md
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Expand Up @@ -4,7 +4,7 @@ title: Day5
date: 2023-10-21 22:33 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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好几天没学习了,今天打了几个标,一定要去实验室学习了
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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-23-day6.md
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Expand Up @@ -4,7 +4,7 @@ title: Day6
date: 2023-10-23 22:05 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

今天看了一下[这个项目的代码](https://github.com/Linaom1214/U-Transformer/tree/master),对这个数据集的处理有了点启发,这个数据集里有很多目标在图上只有几个像素点,对于这些数据我可以采用先前的思路,直接以数据集里给的目标的坐标为中心,做一个3x3的标注框
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2 changes: 1 addition & 1 deletion _posts/journal/2023-10-24-day7.md
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Expand Up @@ -4,7 +4,7 @@ title: Day7
date: 2023-10-24 23:03 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

今天没有读论文和做数据集,熟悉了一下yolov8的api,把集群上的文件结构改了一下,重要的东西拿出来写了个脚本,他竟然不允许指定save_dir!愤怒喵
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2 changes: 1 addition & 1 deletion _posts/journal/2023-11-17-day8.md
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Expand Up @@ -4,7 +4,7 @@ title: Day8
date: 2023-11-17 22:01 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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好久没写日记了,到开题的日子了
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2 changes: 1 addition & 1 deletion _posts/journal/2023-11-28-day9.md
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Expand Up @@ -4,7 +4,7 @@ title: Day9 - 集群上的虚拟环境配置
date: 2023-11-28 00:45 +0800
category: [读研日记]
tags: [conda,pytorch,ubuntu]
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

心血来潮把集群上的conda环境全删了重新弄,然后悲剧了,环境下不回来了
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2 changes: 1 addition & 1 deletion _posts/journal/2023-11-30-day10.md
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Expand Up @@ -4,7 +4,7 @@ title: Day10 - 两篇基于YOLO的背景差分改进论文
date: 2023-11-30 22:56 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/231130/"
media_subpath: "/assets/img/posts/231130/"
---

今天看了两个加了背景差分法的yolo做目标检测的论文
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-04-day11.md
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Expand Up @@ -4,7 +4,7 @@ title: Day11
date: 2023-12-04 18:28 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

尝试用`yolov8s``yolov5s`跑个baseline,脚本改了又改,300epochs跑出来过拟合了,跑一次200的试试
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-06-day12.md
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Expand Up @@ -4,7 +4,7 @@ title: Day12
date: 2023-12-06 11:55 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/231206/"
media_subpath: "/assets/img/posts/231206/"
---

代码重构了一下,把ultralytics放了进来方便直接改源码,后面慢慢把不需要的部分删掉再传到github
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-07-day13.md
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Expand Up @@ -4,7 +4,7 @@ title: Day13 - 删除ultralytics/assets报错
date: 2023-12-07 16:23 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

发现了ultralytics的一个bug
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-08-day14.md
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Expand Up @@ -4,7 +4,7 @@ title: Day14
date: 2023-12-08 10:46 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

很高兴SDOA-D是正矩形框,写了个脚本处理成yolo格式,但是他是高分辨率下的小目标,难说
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-09-day15.md
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Expand Up @@ -4,7 +4,7 @@ title: Day15
date: 2023-12-09 23:12 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

参照HIC-YOLO把yolov8-cbam里的cbam模块放到最后, 跑一遍yolov8m-cbam、yolov8m-p234、yolov5m-cbam
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-10-day16.md
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Expand Up @@ -4,7 +4,7 @@ title: Day16
date: 2023-12-10 11:52 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

把新跑出来的数据合并一下,修改的yolov8-cbam效果还没有原来的好,就不合并了,把cbam模块放回到第一个c2f后面
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-11-day17.md
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Expand Up @@ -4,7 +4,7 @@ title: Day17
date: 2023-12-11 12:06 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

不知道跑了个什么模型,模型名是yolov8-cb,只能从模型结构判断可能是yolov8-cbam
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-12-day18.md
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Expand Up @@ -4,7 +4,7 @@ title: Day18
date: 2023-12-12 16:09 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov8s为基准,200epochs,在VisDrone2019上训练结果
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-13-day19.md
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Expand Up @@ -4,7 +4,7 @@ title: Day19
date: 2023-12-13 11:56 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5s为基准,200epochs,在VisDrone2019上训练结果
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-14-day20.md
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Expand Up @@ -4,7 +4,7 @@ title: Day20 - yolov5s-tph在VisDrone下的表现
date: 2023-12-14 22:31 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

昨天的acmix一直调不通代码,总是报`RuntimeError: Input type (float) and bias type (c10::Half) should be the same`,查了一下是因为model在验证的时候half了,参考<https://github.com/LeapLabTHU/ACmix/issues/18#issuecomment-1730733557>
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-15-day21.md
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Expand Up @@ -4,7 +4,7 @@ title: Day21
date: 2023-12-15 21:59 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

整理代码的时候发现cbam一直用的hic里的CBAMBottleneck,改成了ultralytics提供的CBAM,map竟然涨了不少,太奇怪了
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2 changes: 1 addition & 1 deletion _posts/journal/2023-12-17-day22.md
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Expand Up @@ -4,7 +4,7 @@ title: Day22 - CBAM在yolov5s上不同添加位置在VisDrone上的对比实验
date: 2023-12-17 20:19 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

对CBAM不同添加位置的结果
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2 changes: 1 addition & 1 deletion _posts/journal/2024-01-09-day23.md
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Expand Up @@ -4,7 +4,7 @@ title: Day23 - yolov8s和yolov5s的CBAM和P234改进在FLIR上的消融实验
date: 2024-01-09 10:29 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

用FLIR跑了一遍之前的模型
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2 changes: 1 addition & 1 deletion _posts/journal/2024-01-14-day24.md
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Expand Up @@ -4,7 +4,7 @@ title: Day24
date: 2024-01-14 12:15 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

在FLIR上跑yolov8的几个scale作为baseline, 再跑对应的cbam+p234作为对比
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2 changes: 1 addition & 1 deletion _posts/journal/2024-01-16-day25.md
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Expand Up @@ -4,7 +4,7 @@ title: Day25 - yolov8所有scale及对应CBAM+P234改进在FLIR上的对比实
date: 2024-01-16 20:13 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

花了一周把yolov8的所有scale以及相应的cbam+p234的改进版都跑了一遍
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2 changes: 1 addition & 1 deletion _posts/journal/2024-01-18-day26.md
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Expand Up @@ -4,7 +4,7 @@ title: Day26
date: 2024-01-18 10:18 +0800
category: [读研日记]
tags: [jupyter lab]
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

之前一直在学校的集群上用jupyterlab的环境,有段时间无法新建终端,报```/bin/zsh can`t open input file: cd ~```的错,昨天终于找到问题出在配置文件上
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-02-day27.md
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Expand Up @@ -4,7 +4,7 @@ title: Day27 - YOLO-TLA
date: 2024-03-02 14:52 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/240302"
media_subpath: "/assets/img/posts/240302"
---

看了一篇YOLO-TLA
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-08-day28.md
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Expand Up @@ -4,7 +4,7 @@ title: Day28 - 两个新的小目标数据集
date: 2024-03-08 14:37 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

目前正在使用的数据集主要是FLIR和VisDrone2019,还有AI-TOD和SODA-D两个数据集,但是几乎没用过
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-11-day29-baseline_visdrone.md
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Expand Up @@ -4,7 +4,7 @@ title: Day29 - Baseline在VsiDrone上的表现
date: 2024-03-11 23:33 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

以yolov5n/s/m和yolov8n/s作为baseline,在VisDrone2019上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-12-day30-baseline_flir.md
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Expand Up @@ -4,7 +4,7 @@ title: Day30 - Baseline在FLIR上的表现
date: 2024-03-12 20:04 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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以yolov5n/s/m和yolov8n/s作为baseline,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-14-day31-p2_flir.md
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Expand Up @@ -4,7 +4,7 @@ title: Day31 - P2改进在FLIR上的表现
date: 2024-03-14 14:22 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅添加p2检测头,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-16-day32-p2_visdrone.md
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Expand Up @@ -4,7 +4,7 @@ title: Day32 - P2改进在VisDrone上的表现
date: 2024-03-16 12:07 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅添加p2检测头,在VisDrone上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-16-day33-nwd_visdrone.md
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Expand Up @@ -4,7 +4,7 @@ title: Day33 - NWD在VisDrone上的表现
date: 2024-03-16 18:51 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅使用NWD损失函数,在VisDrone2019上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-17-day34-nwd_flir.md
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Expand Up @@ -4,7 +4,7 @@ title: Day34 - NWD在FLIR上的表现
date: 2024-03-17 10:31 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅使用NWD损失函数,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-18-day35-p234_flir.md
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Expand Up @@ -4,7 +4,7 @@ title: Day35 - 删除P5检测头+添加P2检测头(P234)在FLIR上的表现
date: 2024-03-18 18:26 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s删除P5检测头+添加P2检测头,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-19-day36-p234_visdrone.md
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Expand Up @@ -4,7 +4,7 @@ title: Day36 - 删除P5检测头+添加P2检测头(P234)在VisDrone上的表
date: 2024-03-19 22:13 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5n/s/m和yolov8n/s删除P5检测头+添加P2检测头,在VisDrone2019上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-23-day37-cbam_flir.md
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Expand Up @@ -4,7 +4,7 @@ title: Day37 - Backbone中C3/C2f后添加一层CBAM在FLIR上的表现
date: 2024-03-23 19:31 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5n/s/m和yolov8n/s仅在backbone的C3/C2f模块后添加一层CBAM,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-26-day38.md
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Expand Up @@ -4,7 +4,7 @@ title: Day38 - Neck中C3/C2f后添加一层CBAM在FLIR上的表现
date: 2024-03-26 12:05 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5n/s/m和yolov8n/s仅在neck的C3/C2f模块后添加一层CBAM,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-27-day39.md
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Expand Up @@ -4,7 +4,7 @@ title: Day39 - Neck中C3/C2f后添加一层CBAM在VisDrone上的表现
date: 2024-03-27 23:02 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5n/s/m和yolov8n/s仅在neck的C3/C2f模块后添加一层CBAM,在VisDrone2019上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-28-day40-cbam_visdrone.md
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Expand Up @@ -4,7 +4,7 @@ title: Day40 - Backbone中C3/C2f后添加一层CBAM在VisDrone上的表现
date: 2024-03-28 15:42 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5n/s/m和yolov8n/s仅在backbone的C3/C2f模块后添加一层CBAM,在VisDrone2019上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-03-30-day41.md
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Expand Up @@ -4,7 +4,7 @@ title: Day41 - Neck中C3/C2f后添加一层GAM在VisDrone上的表现
date: 2024-03-30 09:24 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅在neck的C3/C2f模块后添加一层GAM,在VisDrone2019上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-04-01-day42.md
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Expand Up @@ -4,7 +4,7 @@ title: Day42 - Neck中C3/C2f后添加一层GAM在FLIR上的表现
date: 2024-04-01 10:22 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅在neck的C3/C2f模块后添加一层GAM,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-04-02-day43-gam_flir.md
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Expand Up @@ -4,7 +4,7 @@ title: Day43 - Backbone中C3/C2f后添加一层GAM在FLIR上的表现
date: 2024-04-02 15:51 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
---

yolov5n/s/m和yolov8n/s仅在backbone的C3/C2f模块后添加一层GAM,在FLIR上训练200epochs
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2 changes: 1 addition & 1 deletion _posts/journal/2024-04-04-day44-gam-visdrone.md
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Expand Up @@ -4,7 +4,7 @@ title: Day44 - Backbone中C3/C2f后添加一层GAM在VisDrone上的表现
date: 2024-04-04 10:13 +0800
category: [读研日记]
tags: []
img_path: "/assets/img/posts/"
media_subpath: "/assets/img/posts/"
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yolov5n/s/m和yolov8n/s仅在backbone的C3/C2f模块后添加一层GAM,在VisDrone上训练200epochs
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