Update README.md
Browse files
README.md
CHANGED
|
@@ -12,7 +12,6 @@ datasets:
|
|
| 12 |
- imageomics/2018-NEON-beetles
|
| 13 |
- yoohj0416/predictbeetle
|
| 14 |
pipeline_tag: image-to-image
|
| 15 |
-
repository: https://github.com/yoohj0416/predictbeetle
|
| 16 |
---
|
| 17 |
|
| 18 |
# Efficient CNN-Based System for Automated Beetle Elytra Coordinates Prediction
|
|
@@ -27,7 +26,7 @@ These models accompany the paper:
|
|
| 27 |
|
| 28 |
## Model Overview
|
| 29 |
|
| 30 |
-
Two types of models are provided:
|
| 31 |
|
| 32 |
- **Object Detection** — YOLOv8 models trained to detect and localize individual beetles in group images
|
| 33 |
- **Regression** — CNN-based models trained to predict elytra keypoint coordinates for morphological trait analysis (length and width)
|
|
@@ -63,8 +62,6 @@ Models were trained on the [yoohj0416/predictbeetle](https://huggingface.co/data
|
|
| 63 |
| EfficientNetV2-S | 1.870E-03 | **0.110** | 20.2M |
|
| 64 |
| EfficientNetV2-M | **1.756E-03** | **0.110** | 52.9M |
|
| 65 |
|
| 66 |
-
For usage details, refer to the [GitHub repository](https://github.com/yoohj0416/predictbeetle).
|
| 67 |
-
|
| 68 |
---
|
| 69 |
|
| 70 |
## Intended Uses
|
|
|
|
| 12 |
- imageomics/2018-NEON-beetles
|
| 13 |
- yoohj0416/predictbeetle
|
| 14 |
pipeline_tag: image-to-image
|
|
|
|
| 15 |
---
|
| 16 |
|
| 17 |
# Efficient CNN-Based System for Automated Beetle Elytra Coordinates Prediction
|
|
|
|
| 26 |
|
| 27 |
## Model Overview
|
| 28 |
|
| 29 |
+
Two types of models are provided (see [GitHub repository](https://github.com/yoohj0416/predictbeetle) for full usage details):
|
| 30 |
|
| 31 |
- **Object Detection** — YOLOv8 models trained to detect and localize individual beetles in group images
|
| 32 |
- **Regression** — CNN-based models trained to predict elytra keypoint coordinates for morphological trait analysis (length and width)
|
|
|
|
| 62 |
| EfficientNetV2-S | 1.870E-03 | **0.110** | 20.2M |
|
| 63 |
| EfficientNetV2-M | **1.756E-03** | **0.110** | 52.9M |
|
| 64 |
|
|
|
|
|
|
|
| 65 |
---
|
| 66 |
|
| 67 |
## Intended Uses
|