Commit History

test: Optimize test_batch_inference to actually perform concurrent stress testing using asyncio.gather
c7c0033

Ha Trong Nguyen commited on

chore: Sync all latest updates
c539a75

Ha Trong Nguyen commited on

fix: Add httpx retries to prevent RemoteProtocolError from flaky HCMC server
14dfbb8

Ha Trong Nguyen commited on

fix: Add opencv-python-headless to requirements.txt for heatmap generation
7bb0212

Ha Trong Nguyen commited on

feat: Add OpenCV-based heatmap_base64 generation endpoint
775374a

Ha Trong Nguyen commited on

feat: implement image fallback cache to handle intermittent camera API disconnects gracefully
ae4a838

Ha Trong Nguyen commited on

feat: release final optimized ONNX 320x320 pipeline
03eb31b

Ha Trong Nguyen commited on

feat: add batch inference testing script and update documentation
efe5fd6

Ha Trong Nguyen commited on

fix: resolve ModuleNotFoundError for models import
e800115

Ha Trong Nguyen commited on

perf: optimize cpu inference speed
0255d68

Ha Trong Nguyen commited on

fix: resolve CORS and swagger docs issues
cd9be41

Ha Trong Nguyen commited on

chore: add .gitignore + update ZIP model checkpoint
7e74d3a

Ha Trong Nguyen commited on

perf: add 120s TTL cache for batch_predict to prevent CPU overload and reduce batch max to 15
c1c828e

Ha Trong Nguyen commited on

feat: upgrade ZIP prediction model, add batch_predict API, caching and concurrency semaphores
25d2309

Ha Trong Nguyen commited on

Fix multi-class output: read per-class density maps (ch0=car, ch1=motorbike) instead of heuristic 70/30 split
a69c54d

Ha Trong Nguyen commited on

Fix ZIP_PROJECT_ROOT path resolution for Docker structure
8d65e65

Ha Trong Nguyen commited on

Add required HF Space README config
92284c9

Ha Trong Nguyen commited on

Fix HF Space dependencies
154800b

Ha Trong Nguyen commited on

Initial commit for HuggingFace Space backend
eb8e8ab

Ha Trong Nguyen commited on