From 9d99b00e550e95bda9b08ba30a19b27d25603cde Mon Sep 17 00:00:00 2001
From: myh <yunhao.meng@outlook.com>
Date: Mon, 21 Apr 2025 23:50:41 +0800
Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=94=B9=E6=9C=80=E5=B0=8F=E6=B5=8B?=
=?UTF-8?q?=E8=AF=95=E7=A4=BA=E4=BE=8B?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
dataset/train2/images/{02.png => 02.jpg} | Bin
.../test_data/client1/train/images/img1.jpg | Bin 225 -> 0 bytes
.../test_data/client1/train/images/img2.jpg | Bin 225 -> 0 bytes
.../test_data/client1/train/labels.cache | Bin 920 -> 0 bytes
.../test_data/client1/train/labels/img1.txt | 1 -
.../test_data/client1/train/labels/img2.txt | 1 -
.../test_data/client1/val/images/img1.jpg | Bin 225 -> 0 bytes
.../test_data/client1/val/images/img2.jpg | Bin 225 -> 0 bytes
.../test_data/client1/val/labels.cache | Bin 916 -> 0 bytes
.../test_data/client1/val/labels/img1.txt | 1 -
.../test_data/client1/val/labels/img2.txt | 1 -
.../test_data/client2/train/images/img1.jpg | Bin 225 -> 0 bytes
.../test_data/client2/train/images/img2.jpg | Bin 225 -> 0 bytes
.../test_data/client2/train/labels.cache | Bin 920 -> 0 bytes
.../test_data/client2/train/labels/img1.txt | 1 -
.../test_data/client2/train/labels/img2.txt | 1 -
.../test_data/client2/val/images/img1.jpg | Bin 225 -> 0 bytes
.../test_data/client2/val/images/img2.jpg | Bin 225 -> 0 bytes
.../test_data/client2/val/labels.cache | Bin 916 -> 0 bytes
.../test_data/client2/val/labels/img1.txt | 1 -
.../test_data/client2/val/labels/img2.txt | 1 -
federated_learning/yolov8_fed.py | 4 ++--
22 files changed, 2 insertions(+), 10 deletions(-)
rename dataset/train2/images/{02.png => 02.jpg} (100%)
delete mode 100644 federated_learning/test_data/client1/train/images/img1.jpg
delete mode 100644 federated_learning/test_data/client1/train/images/img2.jpg
delete mode 100644 federated_learning/test_data/client1/train/labels.cache
delete mode 100644 federated_learning/test_data/client1/train/labels/img1.txt
delete mode 100644 federated_learning/test_data/client1/train/labels/img2.txt
delete mode 100644 federated_learning/test_data/client1/val/images/img1.jpg
delete mode 100644 federated_learning/test_data/client1/val/images/img2.jpg
delete mode 100644 federated_learning/test_data/client1/val/labels.cache
delete mode 100644 federated_learning/test_data/client1/val/labels/img1.txt
delete mode 100644 federated_learning/test_data/client1/val/labels/img2.txt
delete mode 100644 federated_learning/test_data/client2/train/images/img1.jpg
delete mode 100644 federated_learning/test_data/client2/train/images/img2.jpg
delete mode 100644 federated_learning/test_data/client2/train/labels.cache
delete mode 100644 federated_learning/test_data/client2/train/labels/img1.txt
delete mode 100644 federated_learning/test_data/client2/train/labels/img2.txt
delete mode 100644 federated_learning/test_data/client2/val/images/img1.jpg
delete mode 100644 federated_learning/test_data/client2/val/images/img2.jpg
delete mode 100644 federated_learning/test_data/client2/val/labels.cache
delete mode 100644 federated_learning/test_data/client2/val/labels/img1.txt
delete mode 100644 federated_learning/test_data/client2/val/labels/img2.txt
diff --git a/dataset/train2/images/02.png b/dataset/train2/images/02.jpg
similarity index 100%
rename from dataset/train2/images/02.png
rename to dataset/train2/images/02.jpg
diff --git a/federated_learning/test_data/client1/train/images/img1.jpg b/federated_learning/test_data/client1/train/images/img1.jpg
deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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+++ /dev/null
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deleted file mode 100644
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diff --git a/federated_learning/test_data/client2/train/labels/img1.txt b/federated_learning/test_data/client2/train/labels/img1.txt
deleted file mode 100644
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--- a/federated_learning/test_data/client2/train/labels/img1.txt
+++ /dev/null
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diff --git a/federated_learning/test_data/client2/val/labels/img1.txt b/federated_learning/test_data/client2/val/labels/img1.txt
deleted file mode 100644
index 2aff1e2..0000000
--- a/federated_learning/test_data/client2/val/labels/img1.txt
+++ /dev/null
@@ -1 +0,0 @@
-0 0.5 0.5 0.2 0.2
diff --git a/federated_learning/test_data/client2/val/labels/img2.txt b/federated_learning/test_data/client2/val/labels/img2.txt
deleted file mode 100644
index e82ecae..0000000
--- a/federated_learning/test_data/client2/val/labels/img2.txt
+++ /dev/null
@@ -1 +0,0 @@
-1 0.3 0.3 0.4 0.4
diff --git a/federated_learning/yolov8_fed.py b/federated_learning/yolov8_fed.py
index 95a56f8..8b82916 100644
--- a/federated_learning/yolov8_fed.py
+++ b/federated_learning/yolov8_fed.py
@@ -71,7 +71,7 @@ def federated_train(num_rounds, clients_data):
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
global_model = YOLO("yolov8n.pt").to(device)
# 设置类别数
- global_model.model.nc = 2
+ # global_model.model.nc = 2
for _ in range(num_rounds):
client_weights = []
@@ -96,7 +96,7 @@ def federated_train(num_rounds, clients_data):
local_model.train(
data=data_path,
epochs=1, # 每轮本地训练1个epoch
- imgsz=128, # 图像大小
+ imgsz=640, # 图像大小
verbose=False # 关闭冗余输出
)