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trash2
hajin4199/trash2
trash2 is a object detection model from hajin4199. 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 Dec 23, 2025
Repo size
5.4 MB
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.pt5.4 MB · 100%
At a glance
- Task
- Object Detection
- License
- agpl-3.0
- Access
- Public
- Created
- Dec 23, 2025
- Updated
- Dec 23, 2025
- SHA
- 3e4c1cbe
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
- Dec 23, 2025
- Updated
- Dec 23, 2025