transformers pytorch safetensors vit image-classification license:apache-2.0 autotrain_compatible endpoints_compatible region:us
---
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
```