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README.md
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A modern web application for automated nematode egg detection and counting using deep learning. This application provides an intuitive interface to process microscope images and identify nematode eggs using the YOLO object detection model.
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## Quick Performance Guide
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- **Free Tier** (2 vCPU):
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- **CPU Upgrade** ($0.03/hr): 3-4x faster
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- **GPU Option** ($0.40/hr): 8-10x faster
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Process 500 images for:
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- FREE on basic tier (β 35 min)
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- $0.
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- $0.03 with GPU (β 4 min)
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## Features
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- 500 images: ~10 minutes
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- **Cost**:
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- $0.03/hour for CPU Upgrade
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- Estimated cost for 100 images: ~$0.
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- Estimated cost for 500 images: ~$0.
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### GPU Options (Optional)
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- **Nvidia T4 Small (4 vCPU, 16GB VRAM)**:
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A modern web application for automated nematode egg detection and counting using deep learning. This application provides an intuitive interface to process microscope images and identify nematode eggs using the YOLO object detection model.
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## Quick Performance Guide
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- **Free Tier** (2 vCPU): 100 images β 6-7 minutes
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- **CPU Upgrade** ($0.03/hr): 3-4x faster
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- **GPU Option** ($0.40/hr): 8-10x faster
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Process 500 images for:
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- FREE on basic tier (β 35 min)
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- $0.005 with CPU upgrade (β 10 min)
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- $0.03 with GPU (β 4 min)
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## Features
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- 500 images: ~10 minutes
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- **Cost**:
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- $0.03/hour for CPU Upgrade
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- Estimated cost for 100 images: ~$0.001
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- Estimated cost for 500 images: ~$0.005 (0.17 hours * $0.03/hour)
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### GPU Options (Optional)
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- **Nvidia T4 Small (4 vCPU, 16GB VRAM)**:
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