Hugging Face Space: martinbadrous/Microparticle-Detection-YOLOv5
Author: martinbadrous
SDK: gradio
language: en
license: mit
tags: computer-vision
object-detection
yolov5
microscopy
microplastics
environmental-ai
pipeline_tag: object-detection
model-index: name: Microparticle Detection YOLOv5 (Martin Badrous)
results: task: type: object-detection
name: Object Detection (Microscopy)
dataset: name: PMMA Microscopy Dataset (YOLO format, 70/20/10 split)
type: microscopy-images
metrics: name: mAP@0.5
type: map
value: 0.97
name: Precision (mean)
type: precision
value: 0.795
name: Recall (mean)
type: recall
value: 0.895
title: Microparticle Detection YOLOv5
short_description: High-speed microparticle detection and counting with YOLOv5.