azaion/detections

mirror of https://github.com/azaion/detections.git synced 2026-04-22 05:26:32 +00:00

T

Oleksandr Bezdieniezhnykh 2149cd6c08 [AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

- Dockerfile.jetson: JetPack 6.x L4T base image (aarch64), TensorRT and PyCUDA from apt
- requirements-jetson.txt: derived from requirements.txt, no pip tensorrt/pycuda
- docker-compose.jetson.yml: runtime: nvidia for NVIDIA Container Runtime
- tensorrt_engine.pyx: convert_from_source accepts optional calib_cache_path; INT8 used when cache present, FP16 fallback; get_engine_filename encodes precision suffix to avoid engine cache confusion
- inference.pyx: init_ai tries INT8 engine then FP16 on lookup; downloads calibration cache before conversion thread; passes cache path through to convert_from_source
- constants_inf: add INT8_CALIB_CACHE_FILE constant
- Unit tests for AC-3 (INT8 flag set when cache provided) and AC-4 (FP16 when no cache)

Made-with: Cursor

2026-04-02 07:12:45 +03:00

[AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

2026-04-02 07:12:45 +03:00

[AZ-178] Implement streaming video detection endpoint

2026-04-01 03:11:43 +03:00

Update .gitignore to include additional file types and directories for Python projects, enhancing environment management and build artifacts exclusion.

2026-03-20 21:28:16 +02:00

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

Refactor type casting in Cython files for improved clarity and consistency

2026-03-30 06:17:16 +03:00

[AZ-178] Implement streaming video detection endpoint

2026-04-01 03:11:43 +03:00

[AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

2026-04-02 07:12:45 +03:00

[AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

2026-04-02 07:12:45 +03:00

.env.example

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

.gitignore

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

AGENTS.md

Refactor autopilot workflows and documentation: Update .gitignore to include binary and media file types, enhance agent command references in documentation, and modify annotation class for improved accessibility. Adjust inference processing to handle batch sizes and streamline test specifications for clarity and consistency across the system.

2026-03-25 05:26:19 +02:00

classes.json

Refactor inference engine and task management: Remove obsolete inference engine and ONNX engine files, update inference processing to utilize batch handling, and enhance task management structure in documentation. Adjust paths for task specifications to align with new directory organization.

2026-03-28 01:04:28 +02:00

conftest.py

[AZ-178] Add real-video streaming test, update e2e tests, mark task done

2026-04-01 05:02:25 +03:00

docker-compose.jetson.yml

[AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

2026-04-02 07:12:45 +03:00

Dockerfile

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

Dockerfile.gpu

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

Dockerfile.jetson

[AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

2026-04-02 07:12:45 +03:00

README.md

Initial commit

2026-03-17 19:15:55 +02:00

requirements-gpu.txt

Initial commit

2026-03-17 19:15:55 +02:00

requirements-jetson.txt

[AZ-180] Add Jetson Orin Nano support with INT8 TensorRT engine

2026-04-02 07:12:45 +03:00

requirements-macos.txt

fix some cython code

2026-03-29 21:18:18 +03:00

requirements.txt

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

run-tests.sh

[AZ-178] Fix Critical/High security findings: auth, CVEs, non-root containers, per-job SSE

2026-04-02 06:32:12 +03:00

setup.py

Add AIAvailabilityStatus and AIRecognitionConfig classes for AI model management

2026-03-31 05:49:51 +03:00

README.md

Azaion.Detections

Cython/Python service for YOLO inference (TensorRT / ONNX Runtime). GPU-enabled container.