Hi, I'm NiteRix!
I'm an AI student with many skills and many arduino projects ive built by hand over the years
Goal: Make OCR and object detection more robust and professional.
Topics:
- Computer Vision
- OpenCV: contours, masks, adaptive thresholding, perspective transforms
- Object tracking: SORT / DeepSORT
- Real-time video preprocessing for AI inference
- Deep Learning
- PyTorch basics → model creation, training, evaluation
- Transfer learning: fine-tune YOLO or other models
- Model optimization: quantization, pruning
- OCR & Text Processing
- Post-processing OCR outputs (regex, string normalization)
- Handle Arabic text correctly (RTL, Unicode)
- Combine multiple OCR engines for accuracy
Practice Projects:
- Upgrade license plate OCR to separate connected letters automatically
- Build a small AI pipeline that runs inference on live video and shows results on-screen