Iranian Traffic Sign Recognition
A TSR case for SAIRAN: Iranian road-sign recognition under scarce data, low light, damage, and noisy conditions
From limited data to a dependable perception layer for real roads
Open case file↗AI, computer vision, and unusual digital experiences
FROM AI TO X
We turn complex missions into products, stories, and experiences that look sharp at first glance and hold up in execution
Enter EXXA universeEvery ambitious mission starts as a small signal. We travel the distance between an idea and the real world
We pass planets to reach a mind where machine, data, and experience become one system
We move through neurons, wires, and processors—the place where decisions take form
Every project is its own world, with a distinct logic, rhythm, and spatial language
Why EXXA
Strategy, design, AI, and engineering live in one room. Ambiguous problems enter; clear, cinematic, defensible products leave
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A TSR case for SAIRAN: Iranian road-sign recognition under scarce data, low light, damage, and noisy conditions
From limited data to a dependable perception layer for real roads
Open case file↗How we move
Find the real problem beneath the noise
Align strategy, story, and experience
Move fast, test precisely, polish deeply
Turn signals into decisions and momentum
Emad Gholibeigi · AI Lead
Founder & CEO
AI engineer focused on computer vision, generative models (GAN/StyleGAN), and large language models. His work spans ADAS and intelligent vehicle perception, face intelligence, face recognition, speaker recognition, medical record intelligence with LLMs, RAG, Hugging Face workflows, and satellite-image change detection. He is the author and architecture designer behind SCA-Net, an AI instructor, and a builder of systems shaped for real-world reliability, scale, and precision
Python, PyTorch, TensorFlow, Keras, FastAPI, REST API, Docker, Git, Linux, Jupyter, NumPy, Pandas, Scikit-learn
Machine Learning, Deep Learning, CNNs, RNNs, LSTM, Transformers, Attention, Transfer Learning, Data Augmentation, XAI
Computer Vision, Image Classification, Object Detection, Segmentation, Satellite Image Analysis, Change Detection, Face Recognition, GAN, StyleGAN
NLP, LLMs, Prompt Engineering, RAG, Hugging Face, Fine-tuning, PEFT/LoRA, Speaker Recognition, Audio Feature Engineering
“AI matters when it leaves the lab and stays precise in real conditions”
Direct contact
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