🚀 Currently Building:
- 🧬 TEKNOFEST 2025 – Polyp Segmentation (16-bit TIFF, Transformer UNETR, Super-Resolution)
- 🚁 TEKNOFEST 2025 – UAV Object Detection using UAV-DETR, MiDaS Depth, Optical Flow, and Real-Time Tracking
- 🧠 CLARA – AI-Powered Minecraft Anti-Cheat using supervised movement pattern recognition
- 🧪 Custom LLMs & Transformers – Creating novel transformer & Mamba-based architectures for vision and NLP
🧠 Deep Diving Into:
- 🧩 Advanced Transformers (ViT, Swin-UNETR, UAV-DETR, UNETR)
- 🧬 State Space Models (MAMBA, S4, Hyena)
- 🛠️ MONAI, PyTorch, and Deep Learning Optimization
- 🏥 Medical Imaging (DICOM → 16-bit TIFF pipelines)
🤝 Let’s Collaborate If You’re Into:
- ✨ Transformer-based model design (Vision or NLP)
- 🏥 Medical Imaging (Polyp detection, breast cancer diagnosis)
- 🎯 Real-time object detection on UAV/drone videos
🧩 Need Help Figuring Out:
- 🌀 Temporal consistency across video frames
- 🔬 Optimizing custom vision transformers for detection + segmentation
💬 Ask Me About:
- 📚 Machine & Deep Learning (esp. vision)
- 🧠 NLP & Custom LLMs
- 🏥 Medical Image Preprocessing (DICOM, Histogram Matching, Super-Resolution)
- 🎮 Minecraft AI (movement detection, anti-cheat logic)
📬 Reach Me:
- Email →
kuzeytorlak@gmail.com
