输电塔绝缘子上鸟巢检测系统

作品简介

1.输电塔绝缘子上鸟巢检测Python&YOLOv5

(1)图片检测:

(2)技术博客:

[完整源码&UI界面&视频安装教程&鸟巢数据集]输电塔绝缘子上鸟巢检测Python&YOLOv5源码 - 知乎 (zhihu.com)

(3)完整视频演示:

[项目分享]输电塔绝缘子上鸟巢检测Python&YOLOv5源码哔哩哔哩bilibili

(4)部分教程展示:



2.包含鸟巢目标检测图像数据集



3.所需依赖库(安装方法教程有视频教程)


# pip install -r requirements.txt


# Base ----------------------------------------

matplotlib>=3.2.2

numpy>=1.18.5

opencv-python>=4.1.2

Pillow>=7.1.2

PyYAML>=5.3.1

requests>=2.23.0

scipy>=1.4.1

PyQt5

tqdm>=4.41.0


# Logging -------------------------------------

tensorboard>=2.4.1

# wandb


# Plotting ------------------------------------

pandas>=1.1.4

seaborn>=0.11.0


# Export --------------------------------------

# coremltools>=4.1 # CoreML export

# onnx>=1.9.0 # ONNX export

# onnx-simplifier>=0.3.6 # ONNX simplifier

# scikit-learn==0.19.2 # CoreML quantization

# tensorflow>=2.4.1 # TFLite export

# tensorflowjs>=3.9.0 # TF.js export


# Extras --------------------------------------

# albumentations>=1.0.3

# Cython  # for pycocotools https://github.com/cocodataset/cocoapi/issues/172

# pycocotools>=2.0 # COCO mAP

# roboflow

thop # FLOPs computation


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