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Cuong2004
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HRP4K

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Update experiment manifest

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  1. experiments/9b68a1164e96/manifest.json +116 -121
experiments/9b68a1164e96/manifest.json CHANGED
@@ -4,125 +4,120 @@
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  "detector": "rtdetr-l",
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  "phase": "proposed",
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  "resolution": "2k",
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- "status": "training",
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- "environment": {
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- "python": "3.14.4 (main, Apr 7 2026, 13:13:20) [Clang 21.0.0 (clang-2100.0.123.102)]",
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- "platform": "macOS-26.6-arm64-arm-64bit-Mach-O",
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- "torch": "2.13.0",
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- "cuda_version": null,
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- "cuda_available": false,
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- "mps_available": true,
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- "gpu": null,
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- "ultralytics": "8.4.135",
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- "git_commit": "d2c81178ab00cb849538134bfc8f6927cde9dee8",
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- "pip_freeze": [
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- "# Editable install with no version control (aa==0.1.0)",
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- "-e /Volumes/WorkSpace/Project/Bản sao AA",
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- "aiohappyeyeballs==2.7.1",
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- "aiohttp==3.14.3",
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- "aiosignal==1.4.0",
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- "anyio==4.14.2",
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- "attrs==26.1.0",
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- "bleach==6.4.0",
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- "certifi==2026.7.22",
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- "charset-normalizer==3.4.9",
29
- "click==8.4.2",
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- "contourpy==1.3.3",
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- "cycler==0.12.1",
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- "-e git+https://github.com/nxc1802/CystoDS.git@cb91fcd0d65ab86a8a3c4404bfde530ae56d3e2f#egg=cystods",
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- "datasets==5.0.1",
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- "dill==0.4.1",
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- "fastjsonschema==2.22.1",
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- "filelock==3.32.2",
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- "fonttools==4.63.0",
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- "frozenlist==1.8.0",
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- "fsspec==2026.6.0",
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- "h11==0.16.0",
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- "hf-xet==1.6.0",
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- "hrp4k-benchmark==0.5.0",
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- "httpcore==1.0.9",
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- "httpx==0.28.1",
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- "huggingface_hub==1.26.0",
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- "idna==3.18",
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- "ImageIO==2.37.4",
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- "iniconfig==2.3.0",
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- "Jinja2==3.1.6",
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- "joblib==1.5.3",
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- "jsonschema==4.26.0",
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- "jsonschema-specifications==2025.9.1",
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- "jupyter_core==5.9.1",
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- "jupytext==1.19.5",
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- "kaggle==2.2.4",
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- "kagglesdk==0.1.36",
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- "kiwisolver==1.5.0",
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- "lazy-loader==0.5",
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- "lpips==0.1.4",
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- "markdown-it-py==4.2.0",
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- "MarkupSafe==3.0.3",
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- "matplotlib==3.11.1",
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- "mdit-py-plugins==0.6.1",
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- "mdurl==0.1.2",
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- "mpmath==1.3.0",
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- "multidict==6.7.1",
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- "multiprocess==0.70.19",
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- "narwhals==2.24.0",
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- "nbformat==5.10.4",
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- "networkx==3.6.1",
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- "numpy==2.5.1",
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- "nvidia-ml-py==13.610.43",
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- "opencv-python==5.0.0.93",
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- "opencv-python-headless==5.0.0.93",
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- "packaging==26.2",
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- "pandas==3.0.5",
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- "pillow==12.3.0",
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- "pip==26.1",
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- "platformdirs==4.11.0",
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- "pluggy==1.6.0",
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- "polars==1.44.1",
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- "polars-runtime-32==1.44.1",
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- "propcache==0.5.2",
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- "protobuf==7.35.1",
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- "psutil==7.2.2",
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- "pyarrow==25.0.0",
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- "pycocotools==2.0.11",
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- "Pygments==2.20.0",
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- "pypandoc==1.17",
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- "pypandoc_binary==1.17",
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- "pyparsing==3.3.2",
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- "pytest==9.1.1",
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- "python-dateutil==2.9.0.post0",
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- "python-dotenv==1.2.2",
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- "python-slugify==8.0.4",
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- "PyYAML==6.0.3",
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- "referencing==0.37.0",
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- "requests==2.34.2",
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- "rpds-py==2026.6.3",
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- "safetensors==0.8.0",
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- "scikit-image==0.26.0",
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- "scikit-learn==1.9.0",
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- "scipy==1.18.0",
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- "seaborn==0.13.2",
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- "setuptools==83.0.0",
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- "six==1.17.0",
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- "sympy==1.14.0",
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- "tabulate==0.10.0",
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- "text-unidecode==1.3",
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- "threadpoolctl==3.6.0",
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- "tifffile==2026.7.31",
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- "timm==1.0.28",
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- "torch==2.13.0",
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- "torchvision==0.28.0",
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- "tqdm==4.70.0",
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- "traitlets==5.15.1",
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- "typing_extensions==4.16.0",
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- "ultralytics==8.4.135",
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- "ultralytics-platform==0.1.20",
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- "ultralytics-thop==2.1.6",
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- "urllib3==2.7.0",
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- "webencodings==0.5.1",
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- "wheel==0.47.0",
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- "xxhash==3.8.1",
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- "yarl==1.24.5"
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- ]
127
- }
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  }
 
4
  "detector": "rtdetr-l",
5
  "phase": "proposed",
6
  "resolution": "2k",
7
+ "status": "completed",
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+ "val_metrics": {
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+ "p2_loss": 109.69966864495223,
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+ "epochs": 30
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+ },
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+ "test_metrics": {
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+ "protocol": {
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+ "iou": "COCO-style 0.50:0.95",
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+ "ap_interpolation_points": 101,
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+ "confidence_operating_point": 0.001
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+ },
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+ "num_images": 900,
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+ "num_ground_truth": 921,
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+ "num_predictions": 141803,
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+ "AP50": 0.00011499588617231189,
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+ "FPPI_official": 149.04,
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+ "negative_images": 300,
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+ "negative_images_with_fp": 300,
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+ "negative_image_false_alarm_rate": 1.0,
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+ "deprecated_aliases": {
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+ "FPPI": "FPPI_all_images",
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+ "negative_FPPI": "FPPI_official"
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+ },
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+ "tp": 235,
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+ "fp": 141568,
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+ "fn": 686,
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+ "scale": {
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+ },
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+ "medium": {
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+ "large": {
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+ }
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+ },
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+ "street_types": {},
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+ "0.95": {
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+ },
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+ "coco_evaluator": {
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+ "AP50_95": 3.799182153911341e-05,
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+ "AP75": 1.6184699794049696e-05,
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+ "backend": "pycocotools"
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+ },
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+ "mean_latency_ms": 0.0,
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+ "eval_confidence": 0.001
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+ },
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+ "best_checkpoint": "/marimo/HRP4K/outputs/experiments/rtdetr-l-proposed-p2-2k/weights/best_p2.pt"
 
 
 
 
 
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  }