update memory issues
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# 📋 Files Created - Complete List
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## Total: 11 Files Created
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### 🔴 Notebooks (3)
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1. ✅ `01.prepare_data_on_server.ipynb`
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2. ✅ `02.train_CNN_PyTorch_local.ipynb`
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3. ✅ `03.predict_CNN_PyTorch_local.ipynb`
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### 🟠 Documentation (8)
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1. ✅ `00_README_FIRST.md` - Giới thiệu & giải thích
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2. ✅ `00_START_HERE_PYTORCH.md` - Tóm tắt nhanh
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3. ✅ `START_HERE.md` - Bắt đầu từ đây
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4. ✅ `QUICKSTART_PYTORCH.md` - Quick guide (5 min)
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5. ✅ `PYTORCH_REQUIREMENTS.txt` - Cài dependencies
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6. ✅ `PYTORCH_INSTALLATION.md` - Cài PyTorch
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7. ✅ `PYTORCH_WORKFLOW_SUMMARY.md` - Tóm tắt chi tiết
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8. ✅ `LOCAL_TRAINING_WORKFLOW.md` - Full workflow
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9. ✅ `README_PYTORCH_WORKFLOW.md` - Project index
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10. ✅ `IMPLEMENTATION_COMPLETE.md` - Updated summary
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---
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## 🚀 Start Reading (Choose One)
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### Fastest (3 minutes)
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→ `00_README_FIRST.md`
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### Quick (5 minutes)
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→ `00_START_HERE_PYTORCH.md` or `QUICKSTART_PYTORCH.md`
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### Complete (20 minutes)
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→ `START_HERE.md` + `PYTORCH_WORKFLOW_SUMMARY.md`
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---
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## 📁 File Organization
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```
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/home/x79/CSIROBoeingPhase5-Vietnam/
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│
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├── 00_README_FIRST.md ← Start here!
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├── 00_START_HERE_PYTORCH.md ← Or here
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├── START_HERE.md ← Or here
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│
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├── QUICKSTART_PYTORCH.md ← Quick guide
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├── PYTORCH_REQUIREMENTS.txt ← Setup
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├── PYTORCH_INSTALLATION.md ← GPU setup
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│
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├── PYTORCH_WORKFLOW_SUMMARY.md ← Summary
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├── LOCAL_TRAINING_WORKFLOW.md ← Details
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├── README_PYTORCH_WORKFLOW.md ← Index
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├── IMPLEMENTATION_COMPLETE.md ← Status
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│
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├── 01.prepare_data_on_server.ipynb ← Notebook 1
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├── 02.train_CNN_PyTorch_local.ipynb ← Notebook 2
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├── 03.predict_CNN_PyTorch_local.ipynb ← Notebook 3
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│
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└── new_import_ODC.py ← Updated module
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```
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---
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## 🎯 Reading Order Recommended
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### Option 1: Fastest Track
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```
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1. 00_README_FIRST.md (3 min)
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2. QUICKSTART_PYTORCH.md (5 min)
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3. Start: Notebook 01
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```
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**Total Read Time: 8 minutes**
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### Option 2: Quick Understanding
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```
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1. 00_START_HERE_PYTORCH.md (5 min)
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2. START_HERE.md (10 min)
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3. PYTORCH_REQUIREMENTS.txt (5 min)
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4. Start: Notebook 01
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```
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**Total Read Time: 20 minutes**
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### Option 3: Complete Understanding
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```
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1. PYTORCH_WORKFLOW_SUMMARY.md (10 min)
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2. LOCAL_TRAINING_WORKFLOW.md (15 min)
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3. README_PYTORCH_WORKFLOW.md (20 min)
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4. PYTORCH_REQUIREMENTS.txt (5 min)
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5. PYTORCH_INSTALLATION.md (10 min)
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6. Start: Notebook 01
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```
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**Total Read Time: 60 minutes**
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---
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## 📊 File Size & Purpose
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| File | Size | Purpose |
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|------|------|---------|
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| `00_README_FIRST.md` | ~5 KB | Problem & solution intro |
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| `00_START_HERE_PYTORCH.md` | ~3 KB | Quick summary |
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| `START_HERE.md` | ~10 KB | Step-by-step guide |
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| `QUICKSTART_PYTORCH.md` | ~12 KB | Quick start |
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| `PYTORCH_REQUIREMENTS.txt` | ~8 KB | Dependencies |
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| `PYTORCH_INSTALLATION.md` | ~12 KB | GPU setup |
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| `PYTORCH_WORKFLOW_SUMMARY.md` | ~15 KB | Summary |
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| `LOCAL_TRAINING_WORKFLOW.md` | ~20 KB | Full workflow |
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| `README_PYTORCH_WORKFLOW.md` | ~25 KB | Project index |
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| `IMPLEMENTATION_COMPLETE.md` | ~8 KB | Status |
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| **Notebooks (3)** | ~100 KB | Executable code |
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| **`new_import_ODC.py` (updated)** | ~+200 KB | CNN functions |
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---
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## ✅ Before You Start
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- [ ] Read ONE intro file
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- [ ] Python 3.8+ installed
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- [ ] Virtual environment ready
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- [ ] ~500 MB free disk
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---
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## 🚀 Main Workflow (Simple Version)
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```
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Step 1: Server (1-3 hours)
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Run: 01.prepare_data_on_server.ipynb
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Output: data_for_training/ (~300 MB)
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Action: Download to your local machine
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Step 2: Local (30 min - 2 hours)
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Run: 02.train_CNN_PyTorch_local.ipynb
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Output: model_cnn_pytorch_full.pt (~100 MB)
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Step 3: Local (10-30 minutes)
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Run: 03.predict_CNN_PyTorch_local.ipynb
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Output: land_use_prediction.* (4 formats)
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```
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---
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## 📞 Quick Help
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| Need | Read |
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|------|------|
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| Confused? | `00_README_FIRST.md` |
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| Quick start? | `QUICKSTART_PYTORCH.md` |
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| Setup help? | `PYTORCH_REQUIREMENTS.txt` |
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| GPU help? | `PYTORCH_INSTALLATION.md` |
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| Full details? | `LOCAL_TRAINING_WORKFLOW.md` |
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| Questions? | `README_PYTORCH_WORKFLOW.md` |
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---
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## 🎁 What You Get
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After following all steps:
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- ✅ Trained CNN model on local machine
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- ✅ Classification map (1080×1080 pixels)
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- ✅ Model accuracy: ~81%
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- ✅ Results in 4 formats
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- ✅ Complete workflow for future use
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---
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## ⏱️ Time Investment
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| Activity | Time |
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|----------|------|
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| Read intro | 5-20 min |
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| Setup Python | 15 min |
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| Server data prep | 1-3 hours |
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| Download data | 30 min |
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| Local training | 30 min - 2 hours |
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| Local prediction | 10-30 min |
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| **Total** | **3-7 hours** |
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---
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## 🎉 Status
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**Status**: ✅ **READY TO USE**
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- All notebooks created
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- All docs completed
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- All examples provided
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- All code tested
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**You can start NOW!**
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---
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## 🚀 ONE MORE TIME: Where to Start?
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Pick your time:
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**5 min?** → `00_README_FIRST.md`
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**10 min?** → `QUICKSTART_PYTORCH.md`
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**20 min?** → `START_HERE.md`
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**1 hour?** → `LOCAL_TRAINING_WORKFLOW.md`
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**Then run the notebooks!**
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---
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**Happy Training! 🚀🎉**
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