assets

EduScale Android Model Assets

This directory holds the TFLite models packaged into the Android app. These files are the deployment form of the selected EduScale checkpoints.

Role In The Study

The Android assets connect the research pipeline to the user-facing app. A model should only be copied here after it has been evaluated on the held-out manifests and converted successfully to TFLite.

Expected Files

File	Source	Target use
span_education_x2.tflite	models/span/optimized/span_education_x2.tflite	360p to 720p enhancement
span_education_x3.tflite	models/span/optimized/span_education_x3.tflite	240p to 720p enhancement

Current Source Checkpoints

Scale	Source checkpoint	Benchmark reference
x2	models/span/education-finetuned/x2-v3-tpgsr-refine-20260411/last_model.pt	benchmarks/results/x2-v3-tpgsr-refine-20260411-last-heldout-updated-summary.json
x3	models/span/education-finetuned/x3-real-refine-20260412/best_model.pt	benchmarks/results/x3-real-refine-20260412-heldout-updated-summary.json

Refresh App Assets

Run from the repository root:

Copy-Item models/span/optimized/span_education_x2.tflite android/app/src/main/assets/span_education_x2.tflite -Force
Copy-Item models/span/optimized/span_education_x3.tflite android/app/src/main/assets/span_education_x3.tflite -Force

Validation Checklist

Before treating an app asset as final:

• confirm the source checkpoint and conversion script
• confirm the file opens through the Android inference path
• confirm the model scale matches the app workflow
• rerun or cite the matching held-out benchmark summary
• record the target device and runtime backend if reporting performance

Related Docs

• ../../../../../README.md
• ../../../../../models/README.md
• ../../../../../benchmarks/README.md
• ../../../../../docs/guides/android.md