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
Microsoft Fabric Workspace Maintenance Category: Cloud Computing, Data Backup, Data Management, Database Administration, Microsoft 365, Microsoft Azure, Microsoft PowerBI Budget: $15 - $25 USD
Experienced Automotive Plastic Part Design Engineer Category: 3D CAD, 3D Design, 3D Modelling, Automotive Engineering, CAD / CAM, CATIA, Creo, Manufacturing Design, Product Design, Solidworks Budget: ₹750 - ₹1250 INR
12-Feb-2026 16:59 GMT
Job Application Submission Assistant Category: Admin Support, Customer Service, Data Entry, Data Management, Google Sheets, Project Management, Time Management, Virtual Assistant Budget: $10 - $30 USD
12-Feb-2026 16:59 GMT
Social Media Brand Awareness Campaign Category: Content Creation, Content Writing, Digital Marketing, Facebook Marketing, Instagram Marketing, Social Media Marketing, Twitter, Twitter Marketing Budget: ₹1500 - ₹12500 INR
12-Feb-2026 16:59 GMT
Live R&B Wedding DJ Needed Category: Audio Engineering, Audio Production, Audio Services, Event Management, Event Planning, Music, Music Management, Music Production, Sound Design, Technical Support Budget: $200 - $300 CAD
12-Feb-2026 16:58 GMT
Service Marketplace Website with Vendor Portals Category: Backend Development, Frontend Development, Graphic Design, HTML, Payment Gateway Integration, PHP, Web Development, Web Design Budget: €250 - €750 EUR
12-Feb-2026 16:57 GMT
Urgent Social Media Video Edit Category: Adobe Premiere Pro, After Effects, Video Editing, Video Post Editing, Video Production, Video Services Budget: $250 - $750 USD
12-Feb-2026 16:56 GMT
Kerala consultancy Services Lead Generation Category: Business Development, CRM, Customer Service, Data Entry, Excel, Google Sheets, Lead Generation, Leads, Sales, Telemarketing Budget: ₹12500 - ₹37500 INR
