Update README.md
Browse files
README.md
CHANGED
|
@@ -1,10 +1,42 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- ultralytics
|
| 4 |
+
- yolov8
|
| 5 |
+
- object-detection
|
| 6 |
+
- rock-classification
|
| 7 |
+
license: apache-2.0
|
| 8 |
+
datasets:
|
| 9 |
+
- your-dataset-name
|
| 10 |
+
model-index:
|
| 11 |
+
- name: Rock vs Non-Rock YOLOv8 Model
|
| 12 |
+
results:
|
| 13 |
+
- task:
|
| 14 |
+
type: object-detection
|
| 15 |
+
dataset:
|
| 16 |
+
name: Rock vs Non-Rock Dataset
|
| 17 |
+
type: custom
|
| 18 |
+
metrics:
|
| 19 |
+
- type: mAP
|
| 20 |
+
value: 0.85 # Replace with your actual value
|
| 21 |
+
---
|
| 22 |
+
|
| 23 |
+
# Rock vs Non-Rock YOLOv8 Model
|
| 24 |
+
|
| 25 |
+
This model was trained using YOLOv8 to classify rocks vs. non-rocks in an industrial setting. It is designed to aid in automated sorting processes by detecting non-rock objects in a conveyor belt system.
|
| 26 |
+
|
| 27 |
+
## Model Details
|
| 28 |
+
|
| 29 |
+
- **Framework**: YOLOv8
|
| 30 |
+
- **Training Data**: Custom rock vs. non-rock dataset
|
| 31 |
+
- **Purpose**: Object detection to differentiate between rocks and non-rock objects
|
| 32 |
+
- **License**: Apache 2.0
|
| 33 |
+
|
| 34 |
+
## Usage
|
| 35 |
+
|
| 36 |
+
To load the model:
|
| 37 |
+
|
| 38 |
+
```python
|
| 39 |
+
from ultralytics import YOLO
|
| 40 |
+
|
| 41 |
+
# Load the model
|
| 42 |
+
model = YOLO('hvc_model/best.pt') # Update this path based on your Hugging Face model path
|