Update README.md
Browse files
README.md
CHANGED
|
@@ -4,4 +4,32 @@ metrics:
|
|
| 4 |
- accuracy
|
| 5 |
- f1
|
| 6 |
---
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
- accuracy
|
| 5 |
- f1
|
| 6 |
---
|
| 7 |
+
Returns farm insect type given an image.
|
| 8 |
+
|
| 9 |
+
See https://www.kaggle.com/code/dima806/farm-insects-image-detection-vit for more details.
|
| 10 |
+
|
| 11 |
+
```
|
| 12 |
+
Classification report:
|
| 13 |
+
|
| 14 |
+
precision recall f1-score support
|
| 15 |
+
|
| 16 |
+
Fall Armyworms 0.7895 0.3191 0.4545 47
|
| 17 |
+
Western Corn Rootworms 0.9787 0.9787 0.9787 47
|
| 18 |
+
Colorado Potato Beetles 1.0000 0.9792 0.9895 48
|
| 19 |
+
Thrips 0.9762 0.8723 0.9213 47
|
| 20 |
+
Corn Earworms 0.9070 0.8125 0.8571 48
|
| 21 |
+
Cabbage Loopers 0.9388 0.9583 0.9485 48
|
| 22 |
+
Armyworms 0.6143 0.9149 0.7350 47
|
| 23 |
+
Brown Marmorated Stink Bugs 1.0000 1.0000 1.0000 48
|
| 24 |
+
Tomato Hornworms 0.9792 1.0000 0.9895 47
|
| 25 |
+
Citrus Canker 0.9038 1.0000 0.9495 47
|
| 26 |
+
Aphids 0.9020 0.9583 0.9293 48
|
| 27 |
+
Corn Borers 0.8148 0.9167 0.8627 48
|
| 28 |
+
Fruit Flies 1.0000 1.0000 1.0000 48
|
| 29 |
+
Africanized Honey Bees (Killer Bees) 1.0000 1.0000 1.0000 48
|
| 30 |
+
Spider Mites 0.9167 0.9167 0.9167 48
|
| 31 |
+
|
| 32 |
+
accuracy 0.9090 714
|
| 33 |
+
macro avg 0.9147 0.9085 0.9022 714
|
| 34 |
+
weighted avg 0.9151 0.9090 0.9027 714
|
| 35 |
+
```
|