60b5b89a7c
chore: remove legacy convert_to_yolo.py script
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新项目数据集已是完整标注的YOLO格式，无需旧的数据转换工具
2026-03-27 12:14:54 +08:00
085cbc9950
fix: optimize diagnosis output format and fix inconsistency between fault_status and fault_type
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1. 输出格式优化:
- faults中移除冗余的bbox和confidence字段
- summary中fault_count改名为detection_count
2. fault_status与fault_type逻辑统一:
- normal状态时fault_type为'none'，不再使用'suspect'
- abnormal状态时才进行故障类型分类(hotspot/local_overheating/overheat)
3. 修复usage_example.py图像通道问题:
- YOLO检测使用彩色图，温度提取时再转灰度图
2026-03-27 12:03:48 +08:00
9a5f6fe473
fix: fix multiple image duplicate loading issues
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- detect.py: detect_and_draw()中传给detect()的是已加载的img数组而非字符串路径
- usage_example.py: example3中复用gray_img数组而非重新加载
- analyze_temp_features.py: 复用已加载的gray_img数组进行检测
2026-03-27 08:53:29 +08:00
ff3dbbfd48
refactor: extract repeated sample image path to module constant
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Replace 6 inline string repetitions of the sample image path with
a single SAMPLE_IMAGE module-level constant for easier maintenance.
2026-03-27 01:05:50 +08:00
787d17a870
chore: update project docs and scripts for new dataset
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- 更新README.md数据集描述（12类，6735训练图+765验证图）
- 更新模型性能指标（新12类模型结果）
- 删除已过时的download_dataset.py和retry_download.py脚本
- 更新usage_example.py使用正确的路径和模型名
2026-03-27 00:56:10 +08:00
11c5e062c2
feat: add ROI temperature feature histogram analysis script
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Analyzes validation set images using YOLO detection, extracts ROI
temperature features, and plots histograms.
2026-03-27 00:47:33 +08:00
fd1a5f4050
chore: initial commit for Infrared Equipment Detection System
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- Add YOLO-based infrared thermal image detection system
- Add dataset configuration (dataset.yaml) with 12 equipment classes
- Add training, validation and detection scripts
- Add temperature feature extraction and fault diagnosis modules
- Update README and CLAUDE.md with correct dataset paths
- Optimize .gitignore to track dataset.yaml while ignoring large data files
2026-03-26 21:36:08 +08:00
SkyLi