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Green Leafy Herbs Classifier

When I go to the supermarket, I oftern feel confused when buying green leafy culinary herbs - they all look the same to me. I had to put a lot of effort into learnig how to recognize spinach. I can't afford to spend additional time and effort to learn other herbs. To make my life less miserable, I decided to call for the power of deep learning to the rescue. Let's make a neural net help me tell apart various culinary herbs.

Because I live in China, I will limit my classifier to herbs commonly available at vegetable markets in Beijing. Some of them don't have English names.

Supported Leafy Greens

Class Chinese Pinyin English Note
1 白菜 bái cài Chinese cabbage
2 菠菜 bō cài spinach
3 菜心 cài xīn choy sum
4 儿菜 ér cài ---
5 盖菜 gài cài leaf mustard
6 芥蓝 jiè lán Chinese broccoli
7 蒿子杆 hāo zǐ gān Tricolor daisy
8 黄心菜 huáng xīn cài ---
9 茴香 huí xiāng fennel
10 鸡毛菜 jī máo cài ---
11 韭菜 jiǔ cài garlic chives
12 空心菜 kōng xīn cài water spinach same as 蕹菜 (wèng cài)
13 快菜 kuài cài ---
14 苦菊 kǔ jú endive
15 芦笋 lú sǔn asparagus
16 芹菜 qín cài xīn celery
17 蒜黄 suàn huáng ---
18 蒜苔 suàn tái garlic shoots
19 茼蒿菜 tóng hāo cài crown daisy
20 豌豆苗 wān dòu miáo pea shoots
21 莴苣 wō jù lettuce
22 香菜 xiāng cài cilantro
23 香芹 xiāng qín parsley
24 小白菜 xiǎo bái cài bok choy
25 西洋菜 xī yáng cài watercress
26 叶生菜 yè shēng cài lettuce
27 油菜 yóu cài oilseed rape
28 羽衣甘蓝 yǔ yī gān lán kale
29 竹笋 zhú sǔn bamboo shoot

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Classify a culinary herb across multiple classes.

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