From 262dbe9f9811605109dd5c7e7bf4d734c31abfe4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Marvin=20Krau=C3=9Fer?= Date: Wed, 29 Apr 2026 14:02:56 +0200 Subject: [PATCH] changed cnn architecture, added website image upload --- .gitignore | 3 +- bird_cnn/Dockerfile | 16 ++++ bird_cnn/House_Crow.jpg | Bin 0 -> 222737 bytes bird_cnn/__pycache__/bird_cnn.cpython-314.pyc | Bin 5377 -> 8057 bytes bird_cnn/__pycache__/server.cpython-314.pyc | Bin 3412 -> 3701 bytes bird_cnn/bird_cnn.py | 73 ++++++++++++--- bird_cnn/main.py | 6 +- bird_cnn/requirements.txt | 7 ++ bird_cnn/server.py | 13 +++ bird_cnn/start_server.bat | 1 + cnn_website/package-lock.json | 86 ++++++++++++------ cnn_website/package.json | 3 +- cnn_website/src/App.jsx | 7 ++ cnn_website/src/Bird_CNN.css | 5 + cnn_website/src/Bird_CNN.jsx | 68 ++++++++++++++ cnn_website/src/Homepage.jsx | 9 ++ cnn_website/src/Menu.jsx | 9 +- cnn_website/src/main.jsx | 9 +- 18 files changed, 264 insertions(+), 51 deletions(-) create mode 100644 bird_cnn/Dockerfile create mode 100644 bird_cnn/House_Crow.jpg create mode 100644 bird_cnn/requirements.txt create mode 100644 bird_cnn/start_server.bat create mode 100644 cnn_website/src/Bird_CNN.css create mode 100644 cnn_website/src/Bird_CNN.jsx create mode 100644 cnn_website/src/Homepage.jsx diff --git a/.gitignore b/.gitignore index cdd2532..ae953e8 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,2 @@ -bird_cnn/data/ \ No newline at end of file +bird_cnn/data/ +bird_cnn/saved_models/ \ No newline at end of file diff --git a/bird_cnn/Dockerfile b/bird_cnn/Dockerfile new file mode 100644 index 0000000..98db0a1 --- /dev/null +++ b/bird_cnn/Dockerfile @@ -0,0 +1,16 @@ +FROM python:3.11-slim + +# Set working directory +WORKDIR /app + +# Copy requirements first (better Docker layer caching) +COPY . . + +# Install Python dependencies +RUN pip install --no-cache-dir -r requirements.txt + +# Make sure the startup script is executable +RUN chmod +x start_server.sh + +# Use the script as 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a/bird_cnn/__pycache__/server.cpython-314.pyc b/bird_cnn/__pycache__/server.cpython-314.pyc index 65954ff62d05e0e5686ac02595ebf868d7b273ee..5d1ddf580252450ee2b4485a8ac9cc6841869371 100644 GIT binary patch delta 1180 zcma)5O-~a+7@pbPcH3^dKtG{0selL-EQ)9akzhPnqQuSkbRp&GVeU^yw5xD*UqQ>_kud3CSrhnJMRyz zF?mlNhIjU+w2R@jcr`&1MNk7sSW}7W?*rArZJ`LNLnP^2mSPNqIQAbHq5|M z&;4(yU848GdHMkk=*l`o@gNCO(9>g}Ce{XOa!u5;H87j+`!OBjO#`1YGCj0EYB)Wctsya18A@!^h`lwMZnyy_2~i93;!_Id09^x zSsnume>h|c4V598)~B?afm?sq6@3~dQK}66m9B((Hg?C9cDv6D5XuAr^#~i$(fH0n zlw;!>&H+0$Xv3r6Gf0>Kr952~msR!34RmweYBp{2v4QCm@fyt0x8hfrp!?EdEY4zJ zE^_pTG#BQL$8kCn+Pt6HBBZl4H)lHy!`^aSvUKiDzkQOrvRHm+pny=SEp9FJ7-3?Y2V{Gi+MZ+)v*k%`qh*$4e2VJP$r5jbCpK)?l^Hs5 z%>S?-PwucBtp>q-t{3-TM`f71&R}WQlg##Z3-kZp6C4+>(08$NDYs#`#OPS%R?tGT z+;FgqBb+B{Yu9m zT$#ViYi99x4BHcpPREmj#;QiMS?`DTqz)T|pF2+Q8~u6tg+-QIPIKEfSMUZi@b~RL zqra2_oZlabr{Q8Z3_^vjC@8|N+>HPzeFn*oAbB7q50WDX+5AB&`(n};T?N3@HxPzG PcMu36dOC4T;&FZh$b$25 delta 883 zcmah{OK;Oa5Z<*NI}gW66Q@nmR7t5yFtiDesHISqL!oUDk<6Yru#QY?p&;j>&9(|yqsnQvyl8SS6am!fgQNX7v_H>JC6sGr4CRN@cK@qUkc=5w$t9m!X+5KpM>=lbSeUUuWs4sc^6& zKpdM5D0%{L@*)2YX6N%cun16e4xku@4SABIh5uJZ@>sSTqNxCDlfui^-e4c0bsTR& zln5WCMVwg#j_jly&5^O`fR*C3hWqfckMwo*LeK)1?9C}NMD~LaO>dk;kV$_o)nhkP96 zi=GL+I}l~~(zA2GPy4WOL8nzDEdeXX-pHHmv%CvuSzh@Cb*4o&;t5V7!pySAk-AzK zyX-jfl5MNqyx3!)x7%*7*QYM^+HGR-P@R2JORzBdslJzBl)a6;GDV9(=}@m5C_T69 zSsJM_Bff0aL_*&8heM5{tCjH~ 3x3 conv branch + self.branch2 = SeparableConvolution(c_in=c_hidden, c_out=128, kernel_size=3) + + # 1x1 -> 5x5 conv branch + self.branch3 = SeparableConvolution(c_in=c_hidden, c_out=32, kernel_size=5) + + # 3x3 max pooling -> 1x1 conv branch + self.branch4 = nn.Sequential( + nn.MaxPool2d(kernel_size=3, stride=1, padding=1), + nn.Conv2d(c_hidden, 32, kernel_size=1), + nn.ReLU() + ) + + self.avgpool = nn.AdaptiveAvgPool2d((1, 1)) + self.flatten = nn.Flatten() + self.linear = nn.Linear(256, c_out) + + self.dropout = nn.Dropout(0.3) + def forward(self, x): - return self.model(x) + x = self.conv_init(x) + + b1 = self.branch1(x) + b2 = self.branch2(x) + b3 = self.branch3(x) + b4 = self.branch4(x) + + x = torch.cat([b1, b2, b3, b4], dim=1) + x = F.relu(x) + x = self.avgpool(x) + x = torch.flatten(x, 1) + + x = self.dropout(x) + + return self.linear(x) def trainCNN(model, optimizer, loss_module, train_data_loader, validation_data_loader, device, num_epochs, SAVE_PATH, save=False): @@ -79,7 +130,7 @@ def trainCNN(model, optimizer, loss_module, train_data_loader, validation_data_l save_dir = os.path.join(SAVE_PATH, "bird_cnn") os.makedirs(save_dir, exist_ok=True) - save_path = os.path.join(save_dir, "bird_cnn") + save_path = os.path.join(save_dir, f"bird_cnn{epoch+1}") torch.save(model.state_dict(), save_path) print(f"epoch: {epoch+1} | train accuracy: {int(train_acc * 1000) / 10}% | validation accuracy: {int(val_acc * 1000) / 10}%") diff --git a/bird_cnn/main.py b/bird_cnn/main.py index 7ea43d9..2937282 100644 --- a/bird_cnn/main.py +++ b/bird_cnn/main.py @@ -34,13 +34,13 @@ val_size = len(dataset) - train_size train_dataset, val_dataset = random_split(dataset, [train_size, val_size]) -train_loader = DataLoader(train_dataset, batch_size=32, shuffle=True) -val_loader = DataLoader(val_dataset, batch_size=32, shuffle=False) +train_loader = DataLoader(train_dataset, batch_size=26, shuffle=True) +val_loader = DataLoader(val_dataset, batch_size=26, shuffle=False) device = torch.device("cpu") if not torch.cuda.is_available() else torch.device("cuda:0") print("Using device", device) -model = Bird_CNN(c_in=3, c_hidden=15, c_out=7, kernel_size=3, img_width=IMAGE_SIZE[0], img_height=IMAGE_SIZE[1]) +model = Bird_CNN(c_in=3, c_hidden=15, c_out=7) model.to(device) optimizer = torch.optim.Adam(model.parameters(), lr=1e-3, weight_decay=1e-4) loss_module = nn.CrossEntropyLoss() diff --git a/bird_cnn/requirements.txt b/bird_cnn/requirements.txt new file mode 100644 index 0000000..5ba1753 --- /dev/null +++ b/bird_cnn/requirements.txt @@ -0,0 +1,7 @@ +fastapi==0.136.1 +networkx==3.6.1 +numpy==2.3.4 +torch==2.11.0+cu126 +torchvision==0.26.0+cu126 +tqdm==4.67.3 +uvicorn==0.46.0 diff --git a/bird_cnn/server.py b/bird_cnn/server.py index 646ab35..7a63d2a 100644 --- a/bird_cnn/server.py +++ b/bird_cnn/server.py @@ -4,6 +4,7 @@ import os import torch from torchvision import transforms from fastapi import FastAPI, File, UploadFile +from fastapi.middleware.cors import CORSMiddleware from PIL import Image import io import torch.nn.functional as F @@ -43,6 +44,18 @@ model.eval() app = FastAPI() +origins = [ + "http://localhost:5173", +] + +app.add_middleware( + CORSMiddleware, + allow_origins=origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + @app.post("/predict") async def predict(file: UploadFile = File(...)): image_bytes = await file.read() diff --git a/bird_cnn/start_server.bat b/bird_cnn/start_server.bat new file mode 100644 index 0000000..dc9811c --- /dev/null +++ b/bird_cnn/start_server.bat @@ -0,0 +1 @@ +python -m uvicorn server:app --reload \ No newline at end of file diff --git a/cnn_website/package-lock.json b/cnn_website/package-lock.json index 2fd75b2..314b07e 100644 --- a/cnn_website/package-lock.json +++ b/cnn_website/package-lock.json @@ -9,7 +9,8 @@ "version": "0.0.0", "dependencies": { "react": "^19.2.5", - "react-dom": "^19.2.5" + "react-dom": "^19.2.5", + "react-router-dom": "^7.14.2" }, "devDependencies": { "@eslint/js": "^10.0.1", @@ -264,31 +265,6 @@ "node": ">=6.9.0" } }, - "node_modules/@emnapi/core": { - "version": "1.10.0", - "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.10.0.tgz", - "integrity": "sha512-yq6OkJ4p82CAfPl0u9mQebQHKPJkY7WrIuk205cTYnYe+k2Z8YBh11FrbRG/H6ihirqcacOgl2BIO8oyMQLeXw==", - "dev": true, - "license": "MIT", - "optional": true, - "peer": true, - "dependencies": { - "@emnapi/wasi-threads": "1.2.1", - "tslib": "^2.4.0" - } - }, - "node_modules/@emnapi/runtime": { - "version": "1.10.0", - "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.10.0.tgz", - "integrity": "sha512-ewvYlk86xUoGI0zQRNq/mC+16R1QeDlKQy21Ki3oSYXNgLb45GV1P6A0M+/s6nyCuNDqe5VpaY84BzXGwVbwFA==", - "dev": true, - "license": "MIT", - "optional": true, - "peer": true, - "dependencies": { - "tslib": "^2.4.0" - } - }, "node_modules/@emnapi/wasi-threads": { "version": "1.2.1", "resolved": "https://registry.npmjs.org/@emnapi/wasi-threads/-/wasi-threads-1.2.1.tgz", @@ -1056,6 +1032,19 @@ "dev": true, "license": "MIT" }, + "node_modules/cookie": { + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/cookie/-/cookie-1.1.1.tgz", + "integrity": "sha512-ei8Aos7ja0weRpFzJnEA9UHJ/7XQmqglbRwnf2ATjcB9Wq874VKH9kfjjirM6UhU2/E5fFYadylyhFldcqSidQ==", + "license": "MIT", + "engines": { + "node": ">=18" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/express" + } + }, "node_modules/cross-spawn": { "version": "7.0.6", "resolved": "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.6.tgz", @@ -2110,6 +2099,7 @@ "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.2.5.tgz", "integrity": "sha512-J5bAZz+DXMMwW/wV3xzKke59Af6CHY7G4uYLN1OvBcKEsWOs4pQExj86BBKamxl/Ik5bx9whOrvBlSDfWzgSag==", "license": "MIT", + "peer": true, "dependencies": { "scheduler": "^0.27.0" }, @@ -2117,6 +2107,44 @@ "react": "^19.2.5" } }, + "node_modules/react-router": { + "version": "7.14.2", + "resolved": "https://registry.npmjs.org/react-router/-/react-router-7.14.2.tgz", + "integrity": "sha512-yCqNne6I8IB6rVCH7XUvlBK7/QKyqypBFGv+8dj4QBFJiiRX+FG7/nkdAvGElyvVZ/HQP5N19wzteuTARXi5Gw==", + "license": "MIT", + "dependencies": { + "cookie": "^1.0.1", + "set-cookie-parser": "^2.6.0" + }, + "engines": { + "node": ">=20.0.0" + }, + "peerDependencies": { + "react": ">=18", + "react-dom": ">=18" + }, + "peerDependenciesMeta": { + "react-dom": { + "optional": true + } + } + }, + "node_modules/react-router-dom": { + "version": "7.14.2", + "resolved": "https://registry.npmjs.org/react-router-dom/-/react-router-dom-7.14.2.tgz", + "integrity": "sha512-YZcM5ES8jJSM+KrJ9BdvHHqlnGTg5tH3sC5ChFRj4inosKctdyzBDhOyyHdGk597q2OT6NTrCA1OvB/YDwfekQ==", + "license": "MIT", + "dependencies": { + "react-router": "7.14.2" + }, + "engines": { + "node": ">=20.0.0" + }, + "peerDependencies": { + "react": ">=18", + "react-dom": ">=18" + } + }, "node_modules/rolldown": { "version": "1.0.0-rc.17", "resolved": "https://registry.npmjs.org/rolldown/-/rolldown-1.0.0-rc.17.tgz", @@ -2174,6 +2202,12 @@ "semver": "bin/semver.js" } }, + "node_modules/set-cookie-parser": { + "version": "2.7.2", + "resolved": "https://registry.npmjs.org/set-cookie-parser/-/set-cookie-parser-2.7.2.tgz", + "integrity": "sha512-oeM1lpU/UvhTxw+g3cIfxXHyJRc/uidd3yK1P242gzHds0udQBYzs3y8j4gCCW+ZJ7ad0yctld8RYO+bdurlvw==", + "license": "MIT" + }, "node_modules/shebang-command": { "version": "2.0.0", "resolved": "https://registry.npmjs.org/shebang-command/-/shebang-command-2.0.0.tgz", diff --git a/cnn_website/package.json b/cnn_website/package.json index 1f2063d..b4d179c 100644 --- a/cnn_website/package.json +++ b/cnn_website/package.json @@ -11,7 +11,8 @@ }, "dependencies": { "react": "^19.2.5", - "react-dom": "^19.2.5" + "react-dom": "^19.2.5", + "react-router-dom": "^7.14.2" }, "devDependencies": { "@eslint/js": "^10.0.1", diff --git a/cnn_website/src/App.jsx b/cnn_website/src/App.jsx index fe2a3fe..0c144e7 100644 --- a/cnn_website/src/App.jsx +++ b/cnn_website/src/App.jsx @@ -1,15 +1,22 @@ import { useState } from 'react' +import { BrowserRouter as Router, Routes, Route } from "react-router-dom"; import reactLogo from './assets/react.svg' import viteLogo from './assets/vite.svg' import heroImg from './assets/hero.png' import './App.css' import Menu from './Menu' +import Homepage from './Homepage'; +import Bird_CNN from './Bird_CNN'; function App() { return ( <> + + } /> + } /> + ); } diff --git a/cnn_website/src/Bird_CNN.css b/cnn_website/src/Bird_CNN.css new file mode 100644 index 0000000..bd17af2 --- /dev/null +++ b/cnn_website/src/Bird_CNN.css @@ -0,0 +1,5 @@ +.content-block { + display: flex; + align-items: baseline; + gap: 20px; +} \ No newline at end of file diff --git a/cnn_website/src/Bird_CNN.jsx b/cnn_website/src/Bird_CNN.jsx new file mode 100644 index 0000000..35575c5 --- /dev/null +++ b/cnn_website/src/Bird_CNN.jsx @@ -0,0 +1,68 @@ +import { useState } from 'react' +import './Bird_CNN.css' + +function Bird_CNN() { + + const [file, setFile] = useState(null); + const [birdClass, setBirdClass] = useState(null); + const [confidence, setConfidence] = useState(null); + const [error, setError] = useState(false); + + const handleImage = (e) => { + setFile(e.target.files[0]); + }; + + const sendImage = async (e) => { + if (!file) return; + + const formData = new FormData(); + formData.append("file", file); + + try { + const response = await fetch("http://127.0.0.1:8000/predict", { + method: "POST", + body: formData, + }); + + if (!response.ok) { + setError(true); + } + else { + setError(false); + } + + const result = await response.json(); + setBirdClass(result["class"]); + const confidence = result["confidence"]; + setConfidence(`${Math.round(confidence * 100)}%`); + } + catch (error) { + console.error("Upload failed:", error); + } + }; + + return ( + <> +

bird-cnn

+
+ + + + +
+ {!error &&
+

Bird Species:

+

{birdClass}

+
} + {!error &&
+

Model Confidence:

+

{confidence}

+
} + {error &&

An Error has uccured. Please try again later.

} +
+
+ + ); +} + +export default Bird_CNN; \ No newline at end of file diff --git a/cnn_website/src/Homepage.jsx b/cnn_website/src/Homepage.jsx new file mode 100644 index 0000000..a490d43 --- /dev/null +++ b/cnn_website/src/Homepage.jsx @@ -0,0 +1,9 @@ +function Homepage() { + return ( + <> +

Homepage

+ + ); +} + +export default Homepage; \ No newline at end of file diff --git a/cnn_website/src/Menu.jsx b/cnn_website/src/Menu.jsx index 8613fa9..2e100eb 100644 --- a/cnn_website/src/Menu.jsx +++ b/cnn_website/src/Menu.jsx @@ -1,15 +1,12 @@ +import { Link } from 'react-router-dom'; import './Menu.css' function Menu() { return ( <>
); diff --git a/cnn_website/src/main.jsx b/cnn_website/src/main.jsx index b9a1a6d..8051dd6 100644 --- a/cnn_website/src/main.jsx +++ b/cnn_website/src/main.jsx @@ -2,9 +2,12 @@ import { StrictMode } from 'react' import { createRoot } from 'react-dom/client' import './index.css' import App from './App.jsx' +import { BrowserRouter } from 'react-router-dom' createRoot(document.getElementById('root')).render( - - , -) + + + + +);