I made some guesses about what the vegetables are, but some I am not sure about. Also, for the first one circled, I searched the image and found parsnips, but parsnips is not on the list. Here's what I came up with so far:
Artichoke9 Corn27 Chicory16 Squash2 Tomato4 Leek24 Brussel Sprouts35 Pepper/Capsicum3 Cauliflower30 Brocolli11 Water Cress8 Turnip?5 Green Bean/French Beans17 Lettuce32 Asparagus15 Potato33 Spinach1 Avocado Eggplant/Aubergine20 Kale Radish31 Celery13 Onion Carrot19 Parsley Mushroom25 Snow Peas Pumpkin5 Cabbage Cucumber21 Beetroot ?? Chilli/Hot Pepper Celery12 Beans18 Zuchini/Courgette22