Update README.md
Browse files
README.md
CHANGED
@@ -6,6 +6,15 @@ pipeline_tag: object-detection
|
|
6 |
tags:
|
7 |
- printed-circuit-boards
|
8 |
library_name: ultralytics
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
metrics:
|
10 |
- f1 - 93.8%
|
11 |
- mAP50 - 93.0%
|
@@ -15,6 +24,8 @@ metrics:
|
|
15 |
|
16 |
There are [a lot of models](https://universe.roboflow.com/roboflow-100/printed-circuit-board/model/3) for detecting components within a Printed Circuit Board (PCB), but not as many for detecting which pixels (if any) in an image contain the PCB itself. Being able to determine if and where a PCB is in an image is useful for [calculating its size to estimate carbon footprint]((https://github.com/SanderGi/LCA)), as a preprocessing step for detecting components, to limit the amount of image more expensive PCB defect detection models have to process, and more.
|
17 |
|
|
|
|
|
18 |
## Usage
|
19 |
|
20 |
1. Download [`the model weights`](https://huggingface.co/SanderGi/PCB-OBB/resolve/main/best.pt?download=true)
|
|
|
6 |
tags:
|
7 |
- printed-circuit-boards
|
8 |
library_name: ultralytics
|
9 |
+
model-index:
|
10 |
+
- name: ultralytics/yolo11
|
11 |
+
results:
|
12 |
+
- task:
|
13 |
+
type: object-detection
|
14 |
+
metrics:
|
15 |
+
- type: f1
|
16 |
+
value: 93.8%
|
17 |
+
name: F1 Score
|
18 |
metrics:
|
19 |
- f1 - 93.8%
|
20 |
- mAP50 - 93.0%
|
|
|
24 |
|
25 |
There are [a lot of models](https://universe.roboflow.com/roboflow-100/printed-circuit-board/model/3) for detecting components within a Printed Circuit Board (PCB), but not as many for detecting which pixels (if any) in an image contain the PCB itself. Being able to determine if and where a PCB is in an image is useful for [calculating its size to estimate carbon footprint]((https://github.com/SanderGi/LCA)), as a preprocessing step for detecting components, to limit the amount of image more expensive PCB defect detection models have to process, and more.
|
26 |
|
27 |
+
Read more [here](https://github.com/SanderGi/PCB-Detection).
|
28 |
+
|
29 |
## Usage
|
30 |
|
31 |
1. Download [`the model weights`](https://huggingface.co/SanderGi/PCB-OBB/resolve/main/best.pt?download=true)
|