Update README.md
Browse files
README.md
CHANGED
|
@@ -11,25 +11,29 @@ This classification model aims to identify items and categorize them based on ho
|
|
| 11 |
|
| 12 |
# Training Data
|
| 13 |
#### Datasets
|
| 14 |
-
1. Classifcation waste Computer Vision Model by GKHANG
|
| 15 |
|
| 16 |
**Classes**: 10
|
| 17 |
|
| 18 |
**Images**: 10,289
|
| 19 |
|
| 20 |
-
**Link**: https://universe.roboflow.com/gkhang/classification-waste
|
| 21 |
|
| 22 |
-
|
| 23 |
-
2. Trash Computer Vision Dataset by BAILE
|
| 24 |
|
| 25 |
**Classes**: 48
|
| 26 |
|
| 27 |
**Images**: 101
|
| 28 |
|
| 29 |
-
**Link**: https://universe.roboflow.com/baile/trash-izcuy
|
| 30 |
-
|
| 31 |
|
| 32 |
#### Class Distribution
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
|Class | Count |
|
| 34 |
|-----------------------|------:|
|
| 35 |
|Recycle | 1,607 |
|
|
@@ -38,6 +42,7 @@ This classification model aims to identify items and categorize them based on ho
|
|
| 38 |
|Specialized Disposal | 1,026 |
|
| 39 |
|
| 40 |
|
|
|
|
| 41 |
#### Annotation Process*
|
| 42 |
|
| 43 |
|
|
|
|
| 11 |
|
| 12 |
# Training Data
|
| 13 |
#### Datasets
|
| 14 |
+
1. [Classifcation waste Computer Vision Model](https://universe.roboflow.com/gkhang/classification-waste) by GKHANG
|
| 15 |
|
| 16 |
**Classes**: 10
|
| 17 |
|
| 18 |
**Images**: 10,289
|
| 19 |
|
|
|
|
| 20 |
|
| 21 |
+
2. [Trash Computer Vision Dataset](https://universe.roboflow.com/baile/trash-izcuy) by BAILE
|
|
|
|
| 22 |
|
| 23 |
**Classes**: 48
|
| 24 |
|
| 25 |
**Images**: 101
|
| 26 |
|
|
|
|
|
|
|
| 27 |
|
| 28 |
#### Class Distribution
|
| 29 |
+
- After merging the two datasets, I reorganized the classes into their new perspective classes seen in the table below.
|
| 30 |
+
| Recycle - 6,640 - 5,033 = 1,607 | Trash - 1,023 | Compost - 1,814 | Specialized Disposal - 1,026 | Deleted - 27 |
|
| 31 |
+
|---|---|---|---|---|
|
| 32 |
+
| Glass <br> Paper <br> Cardboard <br> Metal <br> Plastic <br> Glass <br> Drink can <br> Pop tab <br> Clear plastic bottle <br> Food can <br> Glass bottle <br> Glass jar <br> Other plastic bottle <br> Normal paper <br> Other carton <br> Other plastic wrapper <br> Aerosol <br> Aluminium foil <br> Drink carton <br> Paper bag <br> Toilet tube <br> Corrugated carton <br> Metal lid <br> Spread tub <br> Meal carton | Broken glass <br> Gloves <br> Masks <br> Cigarette <br> Plastic film <br> Foam cup <br> Disposable food container <br> Crisp packet <br> Metal bottle cap <br> Plastic lid (<3 in trash >3 in recycle) <br> Plastic straws <br> Plastic utensils <br> Paper cup <br> Aluminium blister pack <br> Garbage bag <br> Tissues <br> Styrofoam piece <br> Paper straw <br> Single use carrier bag <br> Squeezable tube <br> Rope & string <br> Shoe <br> 6 pack rings <br> Disposable plastic cup | Biodegradable <br> Food waste <br> Egg carton | Syringe <br> Medicines <br> Metal bottle cap <br> Battery | Plastic bottle caps (different requirements whether to trash or recycle confusing) <br> Glass cup (should be donated) <br> Unlabeled litter <br> Other plastic |
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
- This is the final class distributions
|
| 36 |
+
|
| 37 |
|Class | Count |
|
| 38 |
|-----------------------|------:|
|
| 39 |
|Recycle | 1,607 |
|
|
|
|
| 42 |
|Specialized Disposal | 1,026 |
|
| 43 |
|
| 44 |
|
| 45 |
+
|
| 46 |
#### Annotation Process*
|
| 47 |
|
| 48 |
|