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# Detection Folder Path Changes Documentation
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**Date**: 2025-10-28
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**Status**: ✅ Completed
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---
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## 📋 Summary
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After restoring the Detection folder from backup, all path references in scripts have been updated to use relative paths within the Detection folder instead of absolute paths from the original project structure.
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---
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## 🔧 Detailed Changes
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### 1. `scripts/run_inference_final.py`
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**Changes**:
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- ✅ Updated import: Changed from `from scripts.detection.inference_longemotion import` to `from inference_longemotion import`
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- ✅ Updated file paths: Now uses relative paths within Detection folder
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- Model: `Detection/model/best_model.pt`
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- Test data: `Detection/test_data/test.jsonl`
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- Output: `Detection/submission/predictions.jsonl`
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- Detailed output: `Detection/submission/predictions_detailed.json`
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**Key code**:
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```python
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detection_root = Path(__file__).parent.parent
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model_path = detection_root / "model" / "best_model.pt"
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test_file = detection_root / "test_data" / "test.jsonl"
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output_file = detection_root / "submission" / "predictions.jsonl"
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output_detailed = detection_root / "submission" / "predictions_detailed.json"
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```
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### 2. `scripts/inference_longemotion.py`
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**Changes**:
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- ✅ Updated default parameter paths to be relative to scripts folder
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- Default model: `../model/best_model.pt`
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- Default test file: `../test_data/test.jsonl`
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- Default output: `../submission/predictions.jsonl`
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- Default detailed: `../submission/predictions_detailed.json`
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### 3. `scripts/convert_submission_format.py`
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**Changes**:
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- ✅ Updated input/output paths
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- Input: `../submission/predictions.jsonl`
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- Output: `../submission/Emotion_Detection_Result.jsonl`
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### 4. Documentation Updates
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#### `README.md`
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- ✅ Updated usage instructions emphasizing running from Detection folder
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#### `快速使用指南.md` (Quick Start Guide)
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- ✅ Updated all run steps and commands
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- ✅ Updated file path descriptions
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- ✅ Added troubleshooting guide
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- ✅ Updated important notes
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---
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## 📁 Current File Structure
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```
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Detection/
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├── model/
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│ └── best_model.pt # Trained model
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│
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├── test_data/
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│ └── test.jsonl # Test dataset
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│
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├── scripts/
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│ ├── run_inference_final.py # Main runner
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│ ├── inference_longemotion.py # Core inference logic
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│ ├── convert_submission_format.py # Format converter
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│ └── detection_model.py # Model definition
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│
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├── submission/
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│ └── Emotion_Detection_Result.jsonl # Submission file
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│
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├── reports/
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│ ├── 项目最终进度报告.md # Final progress report
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│ ├── 项目自查完整报告_20251025.txt # Self-check report
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│ └── 项目自查报告.md # Project review
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│
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├── README.md # Project overview
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├── 快速使用指南.md # Quick start guide
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├── 路径修改说明.md # Path changes (Chinese)
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└── PATH_CHANGES.md # This file
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```
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---
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## 🚀 Usage
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### Method 1: Run from Detection folder (Recommended)
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```bash
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# 1. Activate virtual environment (from project root)
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.\venv\Scripts\activate
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# 2. Enter Detection folder
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cd Detection
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# 3. Run inference
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python scripts/run_inference_final.py
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```
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### Method 2: Run from scripts folder
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```bash
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# 1. Activate virtual environment
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.\venv\Scripts\activate
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# 2. Enter scripts folder
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cd Detection/scripts
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# 3. Run directly (uses default relative paths)
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python inference_longemotion.py
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```
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---
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## ✅ Verification Results
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All key files verified as existing:
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- ✅ `model/best_model.pt` - Model file (~400MB)
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- ✅ `test_data/test.jsonl` - Test set (136 samples)
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- ✅ `submission/Emotion_Detection_Result.jsonl` - Submission file (136 lines)
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- ✅ All script files complete
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- ✅ All documentation files complete
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---
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## 📝 Important Notes
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1. **Run Location**: Scripts must be run from within Detection folder (or its subfolders)
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2. **Relative Paths**: All paths are relative to Detection folder
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3. **Virtual Environment**: Ensure virtual environment is activated before running
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4. **File Integrity**: Do not move or delete `model/best_model.pt`
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---
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## 🔄 Differences from Original Project
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| Original Path | New Path | Description |
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|---------------|----------|-------------|
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| `checkpoints/detection/best_model.pt` | `Detection/model/best_model.pt` | Model location |
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| `data/detection/test/test.jsonl` | `Detection/test_data/test.jsonl` | Test data |
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| `evaluation/detection/test_results/` | `Detection/submission/` | Output directory |
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---
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## 🐛 Common Issues
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### Q: Cannot find file when running script?
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**A**: Ensure you're in Detection folder, use `cd Detection` to enter.
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### Q: Model loading failed?
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**A**: Check if `model/best_model.pt` exists, size should be ~400MB.
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### Q: Module import failed?
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**A**: Ensure virtual environment is activated and dependencies installed:
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```bash
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pip install torch transformers tqdm
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```
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---
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## 📞 Support
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For issues, please refer to:
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- `快速使用指南.md` - Detailed usage guide
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- `reports/项目最终进度报告.md` - Complete technical report
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- `README.md` - Project overview
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---
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**All path modifications completed! Configuration verified.** ✅
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