Current Status: I already have a fully runnable MMDetection/YOLOv3-based framework with training and evaluation scripts, core source code, and custom modules for the Tampered_IC13 dataset. The dataset is prepared and partially configured for training. The framework can already run standard YOLOv3 object detection training and evaluation.
Requirements: Implement a dual-branch architecture with RGB and frequency-domain branches. Develop a fusion module to effectively combine features from both branches. Train and evaluate the model on the Tampered_IC13 dataset (and potentially other datasets) to achieve a target F1 score ≥ 0.85, with balanced Precision and Recall.
Deliverables include: Trained model weights (.pth) Complete training and evaluation logs (including hyperparameters and loss curves) Detailed evaluation metrics (Precision, Recall, F1) A reproducibility guide (instructions to run and replicate the results in my environment) Optimize the model’s performance to exceed baseline results.
Required Skills: Proficiency in PyTorch and MMDetection/YOLOv3 Experience with frequency-domain image processing (e.g., FFT, DCT) Strong background in object detection model design and optimization
Accurate PDF Data Entry Category: Data Analysis, Data Cleansing, Data Entry, Data Management, Data Processing, Excel, Google Sheets, PDF Budget: $10 - $30 USD
13 Nov 2025 11:04 GMT
YouTube Video Series Editor Needed Category: After Effects, Animation, Motion Graphics, Sound Design, Video Ads, Video Editing, Video Processing, Video Services Budget: ₹600 - ₹1500 INR
13 Nov 2025 11:01 GMT
Website Form Pemesanan 10 Juta Category: CSS, HTML, JavaScript, Laravel, PHP, Web Development, Web Design, WordPress Budget: $15 - $25 USD
13 Nov 2025 11:00 GMT
Modern 3D Campervan Model Category: 3D Architecture, 3D Design, 3D Graphic Design, 3D Illustration, 3D Modelling, 3D Rendering, 3ds Max, AutoCAD, CAD / CAM, CNC Programming Budget: £250 - £750 GBP
13 Nov 2025 11:00 GMT
WooCommerce Store Build Category: ECommerce, HTML, Payment Gateway Integration, PHP, Web Development, WooCommerce, WordPress Budget: ₹37500 - ₹75000 INR
13 Nov 2025 11:00 GMT
Mixed Data Entry Project Category: Copy Typing, Data Entry, Excel, Visual Basic Budget: ₹12500 - ₹37500 INR
Company Sourcing in Athens, Greece -- 2 Category: Business Analysis, Inspections, Local Job, Photography, Physical Site Survey, Travel Ready Budget: ₹750 - ₹1250 INR
13 Nov 2025 10:56 GMT
Merge Logo With Custom Background Category: Adobe Illustrator, Photoshop, Branding, Digital Art, Graphic Design, Illustration, Logo Design Budget: ₹600 - ₹1500 INR
13 Nov 2025 10:56 GMT
Meta Ads Lead Magnet & Automations Expert Category: C#, Programming, ClickUp, Email Marketing, Facebook Ads, Facebook Marketing, Instagram Ads, Internet Marketing, Lead Generation, PHP, Twilio Budget: ₹600 - ₹1500 INR
