This repository contains my weekly homework submissions for the 2025-2 Artificial Intelligence course.
Each week includes code, results, and a README file explaining the task.
Name: Abbos Aliboev (알리)
ID: 2023041080
Course: 2025-2 Artificial Intelligence
- GPU: NVIDIA TITAN RTX
- CUDA Support: Available (1 device)
- Week 2 → (introductory task, setup or basic AI exercise)
- Week 3 → PyTorch environment setup, CUDA check
- Week 4 → PyTorch Audio I/O, waveform & spectrogram visualization
- Week 5 → Speech Recognition with Wav2Vec2, Custom Audio Transcription, Mel Spectrogram, Transformer Layer Feature Extraction
- Week 9 → Transfer Learning for Computer Vision Tutorial
- Week 10 → Image Classification using EfficientNet-B3, Transfer Learning on Hymenoptera Dataset (Bees 🐝 vs Ants 🐜)
- Week 11 → Regression Analysis on Student Performance Dataset, achieving high prediction accuracy with PyTorch
- Hardware: NVIDIA TITAN RTX
- CUDA Support: Available (1 device)
- Python: 3.10.x
- PyTorch: 2.5.1+cu124
📌 More weekly assignments will be added as the course progresses.