Commit Graph
7 Commits
Author SHA1 Message Date
MythEclipse f9bd991bdf feat(ml): implement v3.0 architecture with CBAM and calibrated inference
- Integrate Convolutional Block Attention Module (CBAM) for improved feature focus
- Implement temperature scaling and confidence-based status reporting
- Automate dataset acquisition using kagglehub
- Update ONNX opset to 18 and refine preprocessing validation
2026-06-12 15:24:49 +00:00
MythEclipse eefb16ad1d feat(ml-service): add Prometheus metrics and request telemetry instrumentation 2026-06-07 18:12:32 +07:00
Asep Haryana Saputra b4975819eb feat: serve ML inference endpoints with Axum 2026-05-23 09:48:54 +00:00
Asep Haryana Saputra fc34e52911 feat: add ONNX model inference wrapper 2026-05-23 09:41:30 +00:00
Asep Haryana Saputra ad4c897c41 feat: preprocess uploaded images in Rust 2026-05-23 09:38:10 +00:00
Asep Haryana Saputra dce4d4f21c feat: define ML service API responses 2026-05-23 09:33:15 +00:00
Asep Haryana SaputraandClaude Opus 4.7 10e890cc42 feat: scaffold Rust ML service crate
Create Rust crate skeleton with Cargo.toml, main.rs, and config.rs.
Includes package metadata, dependencies (anyhow, axum, image, ndarray,
ort, serde, tokio, tower, tracing), and config module with LABELS
constants, SERVICE_NAME, SERVICE_VERSION, DEFAULT_INPUT_SIZE, and
resolve_model_path function. Config tests verify label order, relative
path resolution, and absolute path preservation.

Also includes approved spec and implementation plan documents.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-23 09:23:38 +00:00