From b4a3ad5a6ca370dc4288a8c410dd16d32ad1c008 Mon Sep 17 00:00:00 2001 From: lls Date: Mon, 30 Dec 2024 01:10:29 +0800 Subject: [PATCH] =?UTF-8?q?12.29=E6=99=9A=E5=A4=A7=E9=87=8F=E4=BF=AE?= =?UTF-8?q?=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .idea/.gitignore | 8 + .idea/dalunwen11.iml | 8 + .idea/deployment.xml | 28 +++ .idea/inspectionProfiles/Project_Default.xml | 16 ++ .../inspectionProfiles/profiles_settings.xml | 6 + .idea/misc.xml | 7 + .idea/modules.xml | 8 + .idea/vcs.xml | 6 + GNN_GRU.docx | Bin 0 -> 52261 bytes GNN_GRU.py | 221 ++++++++++++++++++ SBA.png | Bin 0 -> 72571 bytes dlo7qcz3q.jpg | Bin 0 -> 68991 bytes lls开题报告.docx | Bin 433646 -> 440736 bytes 新建 文本文档.txt | 0 14 files changed, 308 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/dalunwen11.iml create mode 100644 .idea/deployment.xml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 GNN_GRU.docx create mode 100644 GNN_GRU.py create mode 100644 SBA.png create mode 100644 dlo7qcz3q.jpg create mode 100644 新建 文本文档.txt diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..35410ca --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# 默认忽略的文件 +/shelf/ +/workspace.xml +# 基于编辑器的 HTTP 客户端请求 +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/dalunwen11.iml b/.idea/dalunwen11.iml new file mode 100644 index 0000000..d0876a7 --- /dev/null +++ b/.idea/dalunwen11.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/deployment.xml b/.idea/deployment.xml new file mode 100644 index 0000000..b361e46 --- /dev/null +++ b/.idea/deployment.xml @@ -0,0 +1,28 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 0000000..7e572ab --- /dev/null +++ b/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,16 @@ + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..5d581fc --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,7 @@ + + + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..1836ae1 --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..35eb1dd --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/GNN_GRU.docx b/GNN_GRU.docx new file mode 100644 index 0000000000000000000000000000000000000000..f786d47727b159d3112b415e3dfc429f2b1ab986 GIT binary patch literal 52261 zcmeFX({nCN_$?Ui*tTukwrx8*wr#z^j&0j^vXdRYv2B~@`_0V7OwFHgPG9s*cXf3? 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zH~*iMP{1H`fW9^a5ELMX2ngDo0^S{9xaELeIO?B&=s!N1!Zy~9#@3Fy%5JvC4%&Y# zSzhWt1>nbEH~tYW3$T0uf%Ct8Y61SzKS}WaL45yrAbCX^#GC;T(1!`=KR5vYLe2up z@{eT!|4yF&cldvD?*9b_0$MQp7ySQ+f&cH4{!Xv{mn=5Re@Xfevh}~?|IT0i7aq;# zU-*A#v;I3=?{5^rf5ETp{ssR#VesEY{GCqmFAo5c-+lAHBs6vYOM(f&jQ`hD z|2sb8KfH~<&_F=sy+A (num_frames, num_persons, 17*2) + return torch.tensor(keypoints, dtype=torch.float32), torch.tensor(label, dtype=torch.long) + + def load_keypoints(self, frame_path): + """ + 读取每一帧的关键点数据,每帧数据包含每个人的17个关键点 + :param frame_path: 每帧的txt文件路径 + :return: 该帧的所有人物的17个关键点坐标 + """ + keypoints = [] + with open(frame_path, 'r') as f: + for line in f.readlines(): + data = list(map(float, line.strip().split())) + person_id = int(data[0]) + frame_id = int(data[1]) + coordinates = data[2:] # 后面的34个数值是17个关键点的(x, y)坐标 + keypoints.append(coordinates) + + return np.array(keypoints) # shape: (num_persons, 17*2) + + +# 训练过程 +def train(model, train_loader, criterion, optimizer, device): + model.train() + total_loss = 0 + for data, label in train_loader: + data = data.to(device) + label = label.to(device) + + optimizer.zero_grad() + output = model(data) # 前向传播 + loss = criterion(output, label) # 计算损失 + loss.backward() # 反向传播 + optimizer.step() # 更新参数 + + total_loss += loss.item() + + return total_loss / len(train_loader) + + +# 验证过程 +def evaluate(model, val_loader, criterion, device): + model.eval() + total_loss = 0 + correct = 0 + total = 0 + with torch.no_grad(): + for data, label in val_loader: + data = data.to(device) + label = label.to(device) + + output = model(data) + loss = criterion(output, label) + total_loss += loss.item() + + _, predicted = torch.max(output, 1) + correct += (predicted == label).sum().item() + total += label.size(0) + + accuracy = correct / total + return total_loss / len(val_loader), accuracy + + +# 主函数 +def main(): + root_dir = "/path/to/your/data" # 数据集根目录 + behavior_labels = ["behavior1", "behavior2", "behavior3"] + + # 创建数据集与加载器 + train_dataset = KeypointDataset(root_dir, behavior_labels) + train_loader = DataLoader(train_dataset, batch_size=16, shuffle=True) + + # 模型设置 + device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') + model = GNN_GRU_Network(input_dim=2, hidden_dim_gnn=64, hidden_dim_gru=128, num_layers_gru=2) + model.to(device) + + # 损失函数与优化器 + criterion = nn.CrossEntropyLoss() + optimizer = torch.optim.Adam(model.parameters(), lr=0.001) + + # 训练与验证 + for epoch in range(1, 101): + train_loss = train(model, train_loader, criterion, optimizer, device) + print(f"Epoch {epoch}, Train Loss: {train_loss:.4f}") + + # 可选:每个epoch结束时进行验证 + # val_loss, val_accuracy = evaluate(model, val_loader, criterion, device) + # print(f"Val Loss: {val_loss:.4f}, Val Accuracy: {val_accuracy:.4f}") + + +if __name__ == '__main__': + main() +''' +代码说明: + +数据集处理(KeypointDataset): +假设你的数据集文件夹结构如下: +data / +├── behavior1 / +│ ├── video1 / +│ │ ├── frame1.txt +│ │ ├── frame2.txt +│ │ └── ... +│ ├── video2 / +│ └── ... +├── behavior2 / +└── behavior3 / +每个视频文件夹包含若干个.txt +文件,每个文件代表一帧,记录了每个人的关键点位置(17 +个关键点,每个关键点的(x, y) +坐标)。 +模型(GNN_GRU_Network): +使用 +GNN +对每一帧的关键点进行空间特征提取。 +然后将提取的空间特征传入 +GRU +网络进行时序建模,最后通过 +''' \ No newline at end of file diff --git a/SBA.png b/SBA.png new file mode 100644 index 0000000000000000000000000000000000000000..52c35e0eeaa7bd7e23aa122e4135e0aff245c3e0 GIT binary patch literal 72571 zcmcG#byQnV^yphC6bN3tKyjB)plEP+w_ ztoS{AfA_t+-hcO>$68t8oXnXsd(WQPduD$oN?TJ2AM_0L=+Ps56=iwdM~~2!9z8-= z$9@9b(Vyuf2fomtx=ON-%13E-fC~&e84a07kE-HvZ{A=6*Ep`qCeTNZXd@mzXz`oJ zHjf_N7pln1==)ggWn+FO?VAc8d*&R|+)R>%kwmoCy|}m;&nA4)y9oTr$)e+Yl%|I_ zH(xV4oJ^ZeV2@VcQjQ;y25>$~7+~_7Evv?>P#lVRGevW=Br|&}s++YbWIpPFvsN(6Y8vIv5 z{{LSUB*23^ObLd1OTSqUXu0^cxhu{-t1CQbU{g-54?w&$nXPhfEqi|a)6s-)$dn|b z`sHq>AeL&XP)o~86NV9kpa3RQiqZ2a`QD=0=`6cli>1u6J>wTfhM)fNQrJ%=i?NOj z{`B*8s7|W(FK;>j8MEc%z^GSl7~q$aYI=4wWzAx9=?L9l9;okuw!BQ_F!~~>l`_cF z?B`Hj9Wd(%&1qDr328hhDbyWu2C8mLcyL&%z#(-k# 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