Assignment 1 / Image Track

Image Classification

Study spatial feature extraction quality and robustness under visual variance.

Track Setup

Component	Selection
Baseline	CNN
Advanced	Vision Transformer
Deliverable	Structured report with EDA, backbone, methodology, and evaluation pages.

Open each section to complete the full report for Image track.

Section

Data source, split profile, class imbalance, and representative samples.

Open Dataset EDA

Section

Architecture blocks, baseline-advanced comparison, and complexity notes.

Open Model Backbone

Section

Training strategy, optimization settings, and ablation plan.

Open Methodology

Section

Primary metrics, confusion patterns, and error analysis highlights.

Open Evaluation Results