rewrite readme in oxford-pet template style with example results

v2 results: 0.675 test acc (augmentation + partial unfreeze + 100 imgs/class)

update readme: 20 classes + real metrics

expand to 20 classes (incl. neo + more airliners)

add lowercase readme.md

initial app: aircraft classifier with 3-model comparison

initial commit