--- license: apache-2.0 metrics: - accuracy - f1 --- Returns biscuit wrapper type based on an image. 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 ```