Update README.md
Browse files
README.md
CHANGED
|
@@ -14,9 +14,12 @@ short_description: An Open-Source Initiative for AI in Agriculture
|
|
| 14 |
The **AgriVision** is a dedicated group for Research in Agriculture, We utilizes `Computer Vision` and `Deep Learning` for solving problems in agricultural field, such as leaf annotation, labelling, detection, segmentation, classification, etc.
|
| 15 |
We provide resources and tools for researchers to explore and apply **Computer Vision** and **Image processing techniques** for advancing plant science.
|
| 16 |
|
|
|
|
|
|
|
|
|
|
| 17 |
## Common classical problems we handle
|
| 18 |
|
| 19 |
-
- **Segmentation Masks** –
|
| 20 |
- **Annotations** – Add and manage precise annotation/bounding box
|
| 21 |
- **Image Processing** – Perform preprocessing tasks such as cropping, resizing, and filtering
|
| 22 |
- **Plant-Type Labeling** – Classify and organize images by species (e.g., basil, tomato, etc.)
|
|
|
|
| 14 |
The **AgriVision** is a dedicated group for Research in Agriculture, We utilizes `Computer Vision` and `Deep Learning` for solving problems in agricultural field, such as leaf annotation, labelling, detection, segmentation, classification, etc.
|
| 15 |
We provide resources and tools for researchers to explore and apply **Computer Vision** and **Image processing techniques** for advancing plant science.
|
| 16 |
|
| 17 |
+
The primary challenge in agricultural tasks is - `In-The-Wild` problems, where even a highly accurate model fail, due to unstructured environment, illumination, noise, occlusion, etc.
|
| 18 |
+
**AgriVision** focuses on making Vision based services to handle In-The-Wild barriers.
|
| 19 |
+
|
| 20 |
## Common classical problems we handle
|
| 21 |
|
| 22 |
+
- **Segmentation Masks** – Mask Overlay, or polygon figures localizing an object/instance perfectly.
|
| 23 |
- **Annotations** – Add and manage precise annotation/bounding box
|
| 24 |
- **Image Processing** – Perform preprocessing tasks such as cropping, resizing, and filtering
|
| 25 |
- **Plant-Type Labeling** – Classify and organize images by species (e.g., basil, tomato, etc.)
|