Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,121 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
metrics:
|
4 |
+
- accuracy
|
5 |
+
- f1
|
6 |
+
---
|
7 |
+
Returns biscuit wrapper type based on an image.
|
8 |
+
|
9 |
+
See https://www.kaggle.com/code/dima806/biscuit-wrappers-image-detection-vit for more details.
|
10 |
+
|
11 |
+
```
|
12 |
+
Classification report:
|
13 |
+
|
14 |
+
precision recall f1-score support
|
15 |
+
|
16 |
+
Americana Coconut Cookies 0.9677 0.9677 0.9677 31
|
17 |
+
Amul Chocolate Cookies 0.9688 1.0000 0.9841 31
|
18 |
+
Amul Elaichi Rusk 0.9143 1.0000 0.9552 32
|
19 |
+
Bhagwati Choco Vanilla Puff Biscuits 1.0000 1.0000 1.0000 32
|
20 |
+
Bhagwati Lemony Puff Biscuits 1.0000 1.0000 1.0000 31
|
21 |
+
Bisk Farm Sugar Free Biscuits 0.9688 1.0000 0.9841 31
|
22 |
+
Bonn Jeera Bite Biscuits 1.0000 1.0000 1.0000 31
|
23 |
+
Britannia 50-50 Maska Chaska 0.8750 0.4516 0.5957 31
|
24 |
+
Britannia 50-50 Maska Chaska Salted Biscuits 0.5111 0.7419 0.6053 31
|
25 |
+
Britannia 50-50 Potazos - Masti Masala 1.0000 1.0000 1.0000 31
|
26 |
+
Britannia 50-50 Sweet and Salty Biscuits 1.0000 0.8387 0.9123 31
|
27 |
+
Britannia 50-50 Timepass Classic Salted Biscuit 1.0000 1.0000 1.0000 31
|
28 |
+
Britannia Biscafe Coffee Cracker 0.8333 0.6452 0.7273 31
|
29 |
+
Britannia Bourbon 1.0000 0.8710 0.9310 31
|
30 |
+
Britannia Bourbon The Original Cream Biscuits 0.8889 1.0000 0.9412 32
|
31 |
+
Britannia Chocolush - Pure Magic 0.7045 1.0000 0.8267 31
|
32 |
+
Britannia Good Day - Chocochip Cookies 1.0000 0.9677 0.9836 31
|
33 |
+
Britannia Good Day Cashew Almond Cookies 0.6944 0.8065 0.7463 31
|
34 |
+
Britannia Good Day Harmony Biscuit 1.0000 0.7812 0.8772 32
|
35 |
+
Britannia Good Day Pista Badam Cookies 0.8378 1.0000 0.9118 31
|
36 |
+
Britannia Little Hearts 0.9688 1.0000 0.9841 31
|
37 |
+
Britannia Marie Gold Biscuit 1.0000 0.9688 0.9841 32
|
38 |
+
Britannia Milk Bikis Milk Biscuits 0.7381 1.0000 0.8493 31
|
39 |
+
Britannia Nice Time - Coconut Biscuits 0.8889 1.0000 0.9412 32
|
40 |
+
Britannia Nutri Choice Oats Cookies - Chocolate and Almonds 0.7500 0.8710 0.8060 31
|
41 |
+
Britannia Nutri Choice Oats Cookies - Orange With Almonds 1.0000 0.7097 0.8302 31
|
42 |
+
Britannia Nutri Choice Seed Biscuits 1.0000 0.9032 0.9492 31
|
43 |
+
Britannia Nutri Choice Sugar Free Cream Cracker Biscuits 1.0000 1.0000 1.0000 31
|
44 |
+
Britannia Nutrichoice Herbs Biscuits 1.0000 1.0000 1.0000 31
|
45 |
+
Britannia Tiger Glucose Biscuit 0.9667 0.9355 0.9508 31
|
46 |
+
Britannia Tiger Kreemz - Chocolate Cream Biscuits 0.9091 0.9375 0.9231 32
|
47 |
+
Britannia Tiger Kreemz - Elaichi Cream Biscuits 0.9688 1.0000 0.9841 31
|
48 |
+
Britannia Tiger Kreemz - Orange Cream Biscuits 0.8889 0.7742 0.8276 31
|
49 |
+
Britannia Tiger Krunch Chocochips Biscuit 0.8710 0.8710 0.8710 31
|
50 |
+
Britannia Treat Chocolate Cream Biscuits 1.0000 0.9032 0.9492 31
|
51 |
+
Britannia Treat Crazy Pineapple Cream Biscuit 0.9697 1.0000 0.9846 32
|
52 |
+
Britannia Treat Jim Jam Cream Biscuit 1.0000 1.0000 1.0000 31
|
53 |
+
Britannia Treat Osom Orange Cream Biscuit 0.9667 0.9355 0.9508 31
|
54 |
+
Britannia Vita Marie Gold Biscuits 1.0000 1.0000 1.0000 31
|
55 |
+
Cadbury Bournvita Biscuits 0.9667 0.9062 0.9355 32
|
56 |
+
Cadbury Chocobakes Choc Filled Cookies 1.0000 1.0000 1.0000 32
|
57 |
+
Cadbury Oreo Chocolate Flavour Biscuit Cream Sandwich 1.0000 0.8065 0.8929 31
|
58 |
+
Cadbury Oreo Strawberry Flavour Creme Sandwich Biscuit 1.0000 0.9677 0.9836 31
|
59 |
+
Canberra Big Orange Cream Biscuits 1.0000 0.8125 0.8966 32
|
60 |
+
CookieMan Hand Pound Chocolate Cookies 0.9394 1.0000 0.9688 31
|
61 |
+
Cremica Coconut Cookies 1.0000 1.0000 1.0000 31
|
62 |
+
Cremica Elaichi Sandwich Biscuits 1.0000 1.0000 1.0000 31
|
63 |
+
Cremica Jeera Lite 1.0000 0.9677 0.9836 31
|
64 |
+
Cremica Non-Stop Thin Potato Crackers - Baked, Crunchy Masala 1.0000 0.9355 0.9667 31
|
65 |
+
Cremica Orange Sandwich Biscuits 1.0000 0.8710 0.9310 31
|
66 |
+
Krown Black Magic Cream Biscuits 0.9655 0.9032 0.9333 31
|
67 |
+
MARIO Coconut Crunchy Biscuits 0.8378 1.0000 0.9118 31
|
68 |
+
McVities Bourbon Cream Biscuits 0.9688 0.9688 0.9688 32
|
69 |
+
McVities Dark Cookie Cream 1.0000 0.8065 0.8929 31
|
70 |
+
McVities Marie Biscuit 0.8710 0.8710 0.8710 31
|
71 |
+
Parle 20-20 Cashew Cookies 1.0000 1.0000 1.0000 32
|
72 |
+
Parle 20-20 Nice Biscuits 1.0000 1.0000 1.0000 32
|
73 |
+
Parle Happy Happy Choco-Chip Cookies 0.9394 1.0000 0.9688 31
|
74 |
+
Parle Hide and Seek 0.9333 0.9032 0.9180 31
|
75 |
+
Parle Hide and Seek - Black Bourbon Choco 0.9032 0.9032 0.9032 31
|
76 |
+
Parle Hide and Seek - Milano Choco Chip Cookies 1.0000 0.9677 0.9836 31
|
77 |
+
Parle Hide and Seek Caffe Mocha Cookies 0.9565 0.7097 0.8148 31
|
78 |
+
Parle Hide and Seek Chocolate and Almonds 0.9655 0.8750 0.9180 32
|
79 |
+
Parle Krack Jack Original Sweet and Salty Cracker Biscuit 0.9333 0.9032 0.9180 31
|
80 |
+
Parle Krackjack Biscuits 0.9643 0.8710 0.9153 31
|
81 |
+
Parle Magix Sandwich Biscuits - Chocolate 0.9375 0.9677 0.9524 31
|
82 |
+
Parle Milk Shakti Biscuits 0.9091 0.9677 0.9375 31
|
83 |
+
Parle Monaco Biscuit - Classic Regular 1.0000 0.9688 0.9841 32
|
84 |
+
Parle Monaco Piri Piri 1.0000 0.9062 0.9508 32
|
85 |
+
Parle Platina Hide and Seek Creme Sandwich - Vanilla 0.9412 1.0000 0.9697 32
|
86 |
+
Parle-G Gold Gluco Biscuits 0.9677 0.9677 0.9677 31
|
87 |
+
Parle-G Original Gluco Biscuits 1.0000 0.9677 0.9836 31
|
88 |
+
Patanjali Doodh Biscuit 1.0000 0.9688 0.9841 32
|
89 |
+
Priyagold Butter Delite Biscuits 1.0000 1.0000 1.0000 31
|
90 |
+
Priyagold CNC Biscuits 1.0000 0.8065 0.8929 31
|
91 |
+
Priyagold Cheese Chacker Biscuits 0.9333 0.9032 0.9180 31
|
92 |
+
Priyagold Snacks Zig Zag Biscuits 0.9688 1.0000 0.9841 31
|
93 |
+
Richlite Rich Butter Cookies 0.9688 1.0000 0.9841 31
|
94 |
+
RiteBite Max Protein 7 Grain Breakfast Cookies - Cashew Delite 1.0000 1.0000 1.0000 31
|
95 |
+
Sagar Coconut Munch Biscuits 1.0000 1.0000 1.0000 31
|
96 |
+
Sri Sri Tattva Cashew Nut Cookies 1.0000 1.0000 1.0000 31
|
97 |
+
Sri Sri Tattva Choco Hazelnut Cookies 0.8056 0.9355 0.8657 31
|
98 |
+
Sri Sri Tattva Coconut Cookies 0.8378 1.0000 0.9118 31
|
99 |
+
Sri Sri Tattva Digestive Cookies 1.0000 0.8710 0.9310 31
|
100 |
+
Sunfeast All Rounder - Cream and Herb 1.0000 0.9355 0.9667 31
|
101 |
+
Sunfeast All Rounder - Thin, Light and Crunchy Potato Biscuit With Chatpata Masala Flavour 1.0000 0.8387 0.9123 31
|
102 |
+
Sunfeast Bounce Creme Biscuits 0.9259 0.8065 0.8621 31
|
103 |
+
Sunfeast Bounce Creme Biscuits - Elaichi 0.7949 1.0000 0.8857 31
|
104 |
+
Sunfeast Bounce Creme Biscuits - Pineapple Zing 0.7949 1.0000 0.8857 31
|
105 |
+
Sunfeast Dark Fantasy - Choco Creme 0.7949 1.0000 0.8857 31
|
106 |
+
Sunfeast Dark Fantasy Bourbon Biscuits 0.6889 1.0000 0.8158 31
|
107 |
+
Sunfeast Dark Fantasy Choco Fills 1.0000 0.8065 0.8929 31
|
108 |
+
Sunfeast Glucose Biscuits 0.9310 0.8710 0.9000 31
|
109 |
+
Sunfeast Moms Magic - Fruit and Milk Cookies 0.8158 1.0000 0.8986 31
|
110 |
+
Sunfeast Moms Magic - Rich Butter Cookies 1.0000 0.9677 0.9836 31
|
111 |
+
Sunfeast Moms Magic - Rich Cashew and Almond Cookies 1.0000 0.9062 0.9508 32
|
112 |
+
Tasties Chocochip Cookies 1.0000 1.0000 1.0000 31
|
113 |
+
Tasties Coconut Cookies 1.0000 0.8750 0.9333 32
|
114 |
+
UNIBIC Choco Chip Cookies 0.8333 0.9677 0.8955 31
|
115 |
+
UNIBIC Pista Badam Cookies 0.8857 1.0000 0.9394 31
|
116 |
+
UNIBIC Snappers Potato Crackers 0.9667 0.9355 0.9508 31
|
117 |
+
|
118 |
+
accuracy 0.9305 3152
|
119 |
+
macro avg 0.9396 0.9304 0.9306 3152
|
120 |
+
weighted avg 0.9398 0.9305 0.9307 3152
|
121 |
+
```
|