AnuArora23 · GoldGroove06 · Oct 4, 2025
diff --git a/submissions/T-075_Turinators/T-075_Turinators_Presentation.pdf b/submissions/T-075_Turinators/T-075_Turinators_Presentation.pdf
diff --git a/submissions/T-075_Turinators/code/Test Code b/submissions/T-075_Turinators/code/Test Code
@@ -0,0 +1,10 @@
+from ultralytics import YOLO
+
+model = YOLO('best _new.pt')
+
+input_image_path = 'test2[1].jpg'  # Apni image ka naam yahan likhein
+
+results = model(input_image_path)
+
+print("Prediction is complete.")
+results[0].show()
diff --git a/submissions/T-075_Turinators/code/backend/.gitignore b/submissions/T-075_Turinators/code/backend/.gitignore
@@ -0,0 +1,15 @@
+# Created by venv; see https://docs.python.org/3/library/venv.html
+
+__pycache__/
+*.pyc
+venv/
+.env/
+.venv/
+pyvenv.cfg
+Scripts
+Lib
+Include
+share
+temp_frames
+uploads
+outputs
diff --git a/submissions/T-075_Turinators/code/backend/app.py b/submissions/T-075_Turinators/code/backend/app.py
@@ -0,0 +1,49 @@
+# Importing flask module in the project is mandatory
+# An object of Flask class is our WSGI application.
+from flask import Flask, request, jsonify, send_file, Response,  send_from_directory
+import os
+from flask_cors import CORS
+import test
+
+# Flask constructor takes the name of 
+# current module (__name__) as argument.
+app = Flask(__name__)
+UPLOAD_FOLDER = "uploads"
+os.makedirs(UPLOAD_FOLDER, exist_ok=True)
+OUTPUT_FOLDER = "outputs"
+os.makedirs(OUTPUT_FOLDER, exist_ok=True)
+CORS(app)
+# The route() function of the Flask class is a decorator, 
+# which tells the application which URL should call 
+# the associated function.
+@app.route('/')
+# ‘/’ URL is bound with hello_world() function.
+def hello_world():
+    return 'Hello World!!'
+
+@app.route('/upload', methods=['POST'])
+def upload():
+    if "video" not in request.files:
+        return jsonify({"error": "No video uploaded"}), 400
+
+    video = request.files["video"]
+    filename = video.filename
+    save_path = os.path.join(UPLOAD_FOLDER, filename)
+    video.save(save_path)
+    print("Video saved at", save_path)
+    output_path = test.process_video(filename, "best_new.pt")
+    return jsonify({"url": f"http://localhost:5000/output/{output_path}"})
+
+
+@app.route('/output/<filename>')
+def serve_output(filename):
+    print(filename)
+    return send_file(os.path.join('outputs', filename), as_attachment=True)
+
+
+# main driver function
+if __name__ == '__main__':
+
+    # run() method of Flask class runs the application 
+    # on the local development server.
+    app.run(debug=True) 
diff --git a/submissions/T-075_Turinators/code/backend/best_new.pt b/submissions/T-075_Turinators/code/backend/best_new.pt
diff --git a/submissions/T-075_Turinators/code/backend/bestn.pt b/submissions/T-075_Turinators/code/backend/bestn.pt
diff --git a/submissions/T-075_Turinators/code/backend/requirements.txt b/submissions/T-075_Turinators/code/backend/requirements.txt
@@ -0,0 +1,4 @@
+ultralytics
+numpy
+opencv-python
+flask
diff --git a/submissions/T-075_Turinators/code/backend/templates/index.html b/submissions/T-075_Turinators/code/backend/templates/index.html
@@ -0,0 +1,68 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Vahan Sarthi</title>
+    <link rel="stylesheet" href="style.css">
+</head>
+<body>
+    <!-- Navbar -->
+    <nav class="navbar">
+        Vahan Sarthi
+    </nav>
+
+    <!-- Main Container -->
+    <div class="main-container">
+        <!-- Sidebar -->
+        <div class="sidebar">
+            <div class="sidebar-item">
+                <svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg">
+                    <path d="M7.81825 1.18188C7.64251 1.00615 7.35759 1.00615 7.18185 1.18188L4.18185 4.18188C4.00611 4.35762 4.00611 4.64254 4.18185 4.81828C4.35759 4.99401 4.64251 4.99401 4.81825 4.81828L7.05005 2.58648V9.49996C7.05005 9.74849 7.25152 9.94996 7.50005 9.94996C7.74858 9.94996 7.95005 9.74849 7.95005 9.49996V2.58648L10.1819 4.81828C10.3576 4.99401 10.6425 4.99401 10.8182 4.81828C10.994 4.64254 10.994 4.35762 10.8182 4.18188L7.81825 1.18188ZM2.5 9.99997C2.77614 9.99997 3 10.2238 3 10.5V12C3 12.5538 3.44565 13 3.99635 13H11.0012C11.5529 13 12 12.5528 12 12V10.5C12 10.2238 12.2239 9.99997 12.5 9.99997C12.7761 9.99997 13 10.2238 13 10.5V12C13 13.104 12.1062 14 11.0012 14H3.99635C2.89019 14 2 13.103 2 12V10.5C2 10.2238 2.22386 9.99997 2.5 9.99997Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"/>
+                </svg>
+                Upload Code
+            </div>
+            <div class="sidebar-item">
+                About Us
+            </div>
+            <div class="sidebar-item">
+                Dataset
+            </div>
+            <div class="sidebar-item">
+                <svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg">
+                    <path d="M7.49933 0.25C3.49635 0.25 0.25 3.49593 0.25 7.50024C0.25 10.703 2.32715 13.4206 5.2081 14.3797C5.57084 14.446 5.70302 14.2222 5.70302 14.0299C5.70302 13.8576 5.69679 13.4019 5.69323 12.797C3.67661 13.235 3.25112 11.825 3.25112 11.825C2.92132 10.9874 2.44599 10.7644 2.44599 10.7644C1.78773 10.3149 2.49584 10.3238 2.49584 10.3238C3.22353 10.375 3.60629 11.0711 3.60629 11.0711C4.25298 12.1788 5.30335 11.8588 5.71638 11.6732C5.78225 11.205 5.96962 10.8854 6.17658 10.7043C4.56675 10.5209 2.87415 9.89918 2.87415 7.12104C2.87415 6.32925 3.15677 5.68257 3.62053 5.17563C3.54576 4.99226 3.29697 4.25521 3.69174 3.25691C3.69174 3.25691 4.30015 3.06196 5.68522 3.99973C6.26337 3.83906 6.8838 3.75895 7.50022 3.75583C8.1162 3.75895 8.73619 3.83906 9.31523 3.99973C10.6994 3.06196 11.3069 3.25691 11.3069 3.25691C11.7026 4.25521 11.4538 4.99226 11.3795 5.17563C11.8441 5.68257 12.1245 6.32925 12.1245 7.12104C12.1245 9.9063 10.4292 10.5192 8.81452 10.6985C9.07444 10.9224 9.30633 11.3648 9.30633 12.0413C9.30633 13.0102 9.29742 13.7922 9.29742 14.0299C9.29742 14.2239 9.42828 14.4496 9.79591 14.3788C12.6746 13.4179 14.75 10.7025 14.75 7.50024C14.75 3.49593 11.5036 0.25 7.49933 0.25Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"/>
+                </svg>
+            </div>
+        </div>
+
+        <!-- App Content -->
+        <div class="app-content">
+            <!-- Toast Container -->
+            <div id="toast-container"></div>
+
+            <!-- Upload Section -->
+            <div class="upload-section">
+                <div id="loading-section" style="display: none;">
+                    <p>Loading...</p>
+                </div>
+                <div id="upload-content">
+                    <svg width="75" height="75" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg">
+                        <path d="M7.81825 1.18188C7.64251 1.00615 7.35759 1.00615 7.18185 1.18188L4.18185 4.18188C4.00611 4.35762 4.00611 4.64254 4.18185 4.81828C4.35759 4.99401 4.64251 4.99401 4.81825 4.81828L7.05005 2.58648V9.49996C7.05005 9.74849 7.25152 9.94996 7.50005 9.94996C7.74858 9.94996 7.95005 9.74849 7.95005 9.49996V2.58648L10.1819 4.81828C10.3576 4.99401 10.6425 4.99401 10.8182 4.81828C10.994 4.64254 10.994 4.35762 10.8182 4.18188L7.81825 1.18188ZM2.5 9.99997C2.77614 9.99997 3 10.2238 3 10.5V12C3 12.5538 3.44565 13 3.99635 13H11.0012C11.5529 13 12 12.5528 12 12V10.5C12 10.2238 12.2239 9.99997 12.5 9.99997C12.7761 9.99997 13 10.2238 13 10.5V12C13 13.104 12.1062 14 11.0012 14H3.99635C2.89019 14 2 13.103 2 12V10.5C2 10.2238 2.22386 9.99997 2.5 9.99997Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"/>
+                    </svg>
+                    <input type="file" id="video-input" accept="video/*">
+                    <button id="upload-btn" class="upload-button">Upload</button>
+                </div>
+            </div>
+
+            <!-- Output Video Section -->
+            <div id="output-section" class="output-section" style="display: none;">
+                <video id="output-video" width="420" height="240" controls preload="metadata">
+                    <source id="video-source" type="video/mp4">
+                </video>
+            </div>
+        </div>
+    </div>
+
+    <script src="script.js"></script>
+</body>
+</html>
diff --git a/submissions/T-075_Turinators/code/backend/templates/script.js b/submissions/T-075_Turinators/code/backend/templates/script.js
@@ -0,0 +1,83 @@
+// State management
+let selectedFile = null;
+let loading = false;
+
+// DOM elements
+const videoInput = document.getElementById('video-input');
+const uploadBtn = document.getElementById('upload-btn');
+const uploadContent = document.getElementById('upload-content');
+const loadingSection = document.getElementById('loading-section');
+const outputSection = document.getElementById('output-section');
+const outputVideo = document.getElementById('output-video');
+const videoSource = document.getElementById('video-source');
+const toastContainer = document.getElementById('toast-container');
+
+// Event listeners
+videoInput.addEventListener('change', (e) => {
+    selectedFile = e.target.files[0] || null;
+});
+
+uploadBtn.addEventListener('click', handleUpload);
+
+// Toast function
+function showToast(message, duration = 3000) {
+    const toast = document.createElement('div');
+    toast.className = 'toast';
+    toast.textContent = message;
+
+    toastContainer.appendChild(toast);
+
+    setTimeout(() => {
+        toast.classList.add('fade-out');
+        setTimeout(() => {
+            toastContainer.removeChild(toast);
+        }, 300);
+    }, duration);
+}
+
+// Handle file upload
+async function handleUpload() {
+    if (!selectedFile) {
+        showToast('Please select a file');
+        return;
+    }
+
+    setLoading(true);
+
+    const formData = new FormData();
+    formData.append('video', selectedFile);
+
+    try {
+        const response = await fetch('http://localhost:5000/upload', {
+            method: 'POST',
+            body: formData
+        });
+
+        const data = await response.json();
+        console.log(data);
+
+        // Display output video
+        videoSource.src = data.url;
+        outputVideo.load();
+        outputSection.style.display = 'block';
+
+        showToast('Upload successful!');
+    } catch (error) {
+        console.error('Upload error:', error);
+        showToast('Upload failed. Please try again.');
+    } finally {
+        setLoading(false);
+    }
+}
+
+// Toggle loading state
+function setLoading(isLoading) {
+    loading = isLoading;
+    if (isLoading) {
+        uploadContent.style.display = 'none';
+        loadingSection.style.display = 'block';
+    } else {
+        uploadContent.style.display = 'flex';
+        loadingSection.style.display = 'none';
+    }
+}