Returns biscuit wrapper type based on an image with about 93% accuracy.
See https://www.kaggle.com/code/dima806/biscuit-wrappers-image-detection-vit for more details.
Classification report:
precision recall f1-score support
Americana Coconut Cookies 0.9677 0.9677 0.9677 31
Amul Chocolate Cookies 0.9688 1.0000 0.9841 31
Amul Elaichi Rusk 0.9143 1.0000 0.9552 32
Bhagwati Choco Vanilla Puff Biscuits 1.0000 1.0000 1.0000 32
Bhagwati Lemony Puff Biscuits 1.0000 1.0000 1.0000 31
Bisk Farm Sugar Free Biscuits 0.9688 1.0000 0.9841 31
Bonn Jeera Bite Biscuits 1.0000 1.0000 1.0000 31
Britannia 50-50 Maska Chaska 0.8750 0.4516 0.5957 31
Britannia 50-50 Maska Chaska Salted Biscuits 0.5111 0.7419 0.6053 31
Britannia 50-50 Potazos - Masti Masala 1.0000 1.0000 1.0000 31
Britannia 50-50 Sweet and Salty Biscuits 1.0000 0.8387 0.9123 31
Britannia 50-50 Timepass Classic Salted Biscuit 1.0000 1.0000 1.0000 31
Britannia Biscafe Coffee Cracker 0.8333 0.6452 0.7273 31
Britannia Bourbon 1.0000 0.8710 0.9310 31
Britannia Bourbon The Original Cream Biscuits 0.8889 1.0000 0.9412 32
Britannia Chocolush - Pure Magic 0.7045 1.0000 0.8267 31
Britannia Good Day - Chocochip Cookies 1.0000 0.9677 0.9836 31
Britannia Good Day Cashew Almond Cookies 0.6944 0.8065 0.7463 31
Britannia Good Day Harmony Biscuit 1.0000 0.7812 0.8772 32
Britannia Good Day Pista Badam Cookies 0.8378 1.0000 0.9118 31
Britannia Little Hearts 0.9688 1.0000 0.9841 31
Britannia Marie Gold Biscuit 1.0000 0.9688 0.9841 32
Britannia Milk Bikis Milk Biscuits 0.7381 1.0000 0.8493 31
Britannia Nice Time - Coconut Biscuits 0.8889 1.0000 0.9412 32
Britannia Nutri Choice Oats Cookies - Chocolate and Almonds 0.7500 0.8710 0.8060 31
Britannia Nutri Choice Oats Cookies - Orange With Almonds 1.0000 0.7097 0.8302 31
Britannia Nutri Choice Seed Biscuits 1.0000 0.9032 0.9492 31
Britannia Nutri Choice Sugar Free Cream Cracker Biscuits 1.0000 1.0000 1.0000 31
Britannia Nutrichoice Herbs Biscuits 1.0000 1.0000 1.0000 31
Britannia Tiger Glucose Biscuit 0.9667 0.9355 0.9508 31
Britannia Tiger Kreemz - Chocolate Cream Biscuits 0.9091 0.9375 0.9231 32
Britannia Tiger Kreemz - Elaichi Cream Biscuits 0.9688 1.0000 0.9841 31
Britannia Tiger Kreemz - Orange Cream Biscuits 0.8889 0.7742 0.8276 31
Britannia Tiger Krunch Chocochips Biscuit 0.8710 0.8710 0.8710 31
Britannia Treat Chocolate Cream Biscuits 1.0000 0.9032 0.9492 31
Britannia Treat Crazy Pineapple Cream Biscuit 0.9697 1.0000 0.9846 32
Britannia Treat Jim Jam Cream Biscuit 1.0000 1.0000 1.0000 31
Britannia Treat Osom Orange Cream Biscuit 0.9667 0.9355 0.9508 31
Britannia Vita Marie Gold Biscuits 1.0000 1.0000 1.0000 31
Cadbury Bournvita Biscuits 0.9667 0.9062 0.9355 32
Cadbury Chocobakes Choc Filled Cookies 1.0000 1.0000 1.0000 32
Cadbury Oreo Chocolate Flavour Biscuit Cream Sandwich 1.0000 0.8065 0.8929 31
Cadbury Oreo Strawberry Flavour Creme Sandwich Biscuit 1.0000 0.9677 0.9836 31
Canberra Big Orange Cream Biscuits 1.0000 0.8125 0.8966 32
CookieMan Hand Pound Chocolate Cookies 0.9394 1.0000 0.9688 31
Cremica Coconut Cookies 1.0000 1.0000 1.0000 31
Cremica Elaichi Sandwich Biscuits 1.0000 1.0000 1.0000 31
Cremica Jeera Lite 1.0000 0.9677 0.9836 31
Cremica Non-Stop Thin Potato Crackers - Baked, Crunchy Masala 1.0000 0.9355 0.9667 31
Cremica Orange Sandwich Biscuits 1.0000 0.8710 0.9310 31
Krown Black Magic Cream Biscuits 0.9655 0.9032 0.9333 31
MARIO Coconut Crunchy Biscuits 0.8378 1.0000 0.9118 31
McVities Bourbon Cream Biscuits 0.9688 0.9688 0.9688 32
McVities Dark Cookie Cream 1.0000 0.8065 0.8929 31
McVities Marie Biscuit 0.8710 0.8710 0.8710 31
Parle 20-20 Cashew Cookies 1.0000 1.0000 1.0000 32
Parle 20-20 Nice Biscuits 1.0000 1.0000 1.0000 32
Parle Happy Happy Choco-Chip Cookies 0.9394 1.0000 0.9688 31
Parle Hide and Seek 0.9333 0.9032 0.9180 31
Parle Hide and Seek - Black Bourbon Choco 0.9032 0.9032 0.9032 31
Parle Hide and Seek - Milano Choco Chip Cookies 1.0000 0.9677 0.9836 31
Parle Hide and Seek Caffe Mocha Cookies 0.9565 0.7097 0.8148 31
Parle Hide and Seek Chocolate and Almonds 0.9655 0.8750 0.9180 32
Parle Krack Jack Original Sweet and Salty Cracker Biscuit 0.9333 0.9032 0.9180 31
Parle Krackjack Biscuits 0.9643 0.8710 0.9153 31
Parle Magix Sandwich Biscuits - Chocolate 0.9375 0.9677 0.9524 31
Parle Milk Shakti Biscuits 0.9091 0.9677 0.9375 31
Parle Monaco Biscuit - Classic Regular 1.0000 0.9688 0.9841 32
Parle Monaco Piri Piri 1.0000 0.9062 0.9508 32
Parle Platina Hide and Seek Creme Sandwich - Vanilla 0.9412 1.0000 0.9697 32
Parle-G Gold Gluco Biscuits 0.9677 0.9677 0.9677 31
Parle-G Original Gluco Biscuits 1.0000 0.9677 0.9836 31
Patanjali Doodh Biscuit 1.0000 0.9688 0.9841 32
Priyagold Butter Delite Biscuits 1.0000 1.0000 1.0000 31
Priyagold CNC Biscuits 1.0000 0.8065 0.8929 31
Priyagold Cheese Chacker Biscuits 0.9333 0.9032 0.9180 31
Priyagold Snacks Zig Zag Biscuits 0.9688 1.0000 0.9841 31
Richlite Rich Butter Cookies 0.9688 1.0000 0.9841 31
RiteBite Max Protein 7 Grain Breakfast Cookies - Cashew Delite 1.0000 1.0000 1.0000 31
Sagar Coconut Munch Biscuits 1.0000 1.0000 1.0000 31
Sri Sri Tattva Cashew Nut Cookies 1.0000 1.0000 1.0000 31
Sri Sri Tattva Choco Hazelnut Cookies 0.8056 0.9355 0.8657 31
Sri Sri Tattva Coconut Cookies 0.8378 1.0000 0.9118 31
Sri Sri Tattva Digestive Cookies 1.0000 0.8710 0.9310 31
Sunfeast All Rounder - Cream and Herb 1.0000 0.9355 0.9667 31
Sunfeast All Rounder - Thin, Light and Crunchy Potato Biscuit With Chatpata Masala Flavour 1.0000 0.8387 0.9123 31
Sunfeast Bounce Creme Biscuits 0.9259 0.8065 0.8621 31
Sunfeast Bounce Creme Biscuits - Elaichi 0.7949 1.0000 0.8857 31
Sunfeast Bounce Creme Biscuits - Pineapple Zing 0.7949 1.0000 0.8857 31
Sunfeast Dark Fantasy - Choco Creme 0.7949 1.0000 0.8857 31
Sunfeast Dark Fantasy Bourbon Biscuits 0.6889 1.0000 0.8158 31
Sunfeast Dark Fantasy Choco Fills 1.0000 0.8065 0.8929 31
Sunfeast Glucose Biscuits 0.9310 0.8710 0.9000 31
Sunfeast Moms Magic - Fruit and Milk Cookies 0.8158 1.0000 0.8986 31
Sunfeast Moms Magic - Rich Butter Cookies 1.0000 0.9677 0.9836 31
Sunfeast Moms Magic - Rich Cashew and Almond Cookies 1.0000 0.9062 0.9508 32
Tasties Chocochip Cookies 1.0000 1.0000 1.0000 31
Tasties Coconut Cookies 1.0000 0.8750 0.9333 32
UNIBIC Choco Chip Cookies 0.8333 0.9677 0.8955 31
UNIBIC Pista Badam Cookies 0.8857 1.0000 0.9394 31
UNIBIC Snappers Potato Crackers 0.9667 0.9355 0.9508 31
accuracy 0.9305 3152
macro avg 0.9396 0.9304 0.9306 3152
weighted avg 0.9398 0.9305 0.9307 3152
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