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trash-detection-yolo11n
Alope/trash-detection-yolo11n
trash-detection-yolo11n is a object detection model from Alope. Use it when you need objects located in an image. The card lists the license as agpl-3.0.
This model detects and classifies trash types (plastic, paper, glass, trash) using YOLOv11n. It was trained on the Trash Type Image Dataset from Kaggle.
Access
Public
Updated Nov 10, 2025
Repo size
5.4 MB
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2
Public
Repo makeup
Click a slice to open those files.
.pt5.4 MB · 100%
At a glance
- Task
- Object Detection
- License
- agpl-3.0
- Access
- Public
- Created
- Nov 9, 2025
- Updated
- Nov 10, 2025
- SHA
- 56c9ddb4
Base models
Model card
From the Hugging Face model README
🧠 Trash Detection Model (YOLOv11n)
This model detects and classifies trash types (plastic, paper, glass, trash) using YOLOv11n.
It was trained on the Trash Type Image Dataset from Kaggle.
📂 Dataset
- Source: Kaggle Trash Type Image Dataset
- Classes:
plastic,paper,glass,trash - License: Follows the original dataset's Kaggle terms.
- The dataset was split into
trainandvalfolders for YOLO format.
⚙️ Training Details
- Base model:
ultralytics/yolo11n.pt - Framework: Ultralytics YOLO
- Image size: 320
- Epochs: 30
- Batch size: 2
- Hardware: Jetson Orin Nano
🧩 Usage
from huggingface_hub import hf_hub_download
from ultralytics import YOLO
model_path = hf_hub_download(
repo_id="Alope/trash-detection-yolo11n",
filename="best.pt"
)
model = YOLO(model_path)
results = model.predict(source="test.jpg", show=True)
- Task
- Object Detection
- License
- agpl-3.0
- Created
- Nov 9, 2025
- Updated
- Nov 10, 2025