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Upload RCLane release model artifacts (17-09-2026)

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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ rclane_b0_e19_fp16.engine filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,3 +1,36 @@
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  ---
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  license: mit
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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+ library_name: pytorch
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+ pipeline_tag: image-segmentation
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+ tags:
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+ - lane-detection
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+ - carla
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+ - tensorrt
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+ - onnx
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  ---
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+
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+ # RCLane release model (17-09-2026)
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+
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+ Model artifacts used with the RCLane source release at Git commit
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+ [`833455bf0046986531913ae7abcbc0dc1fd3e38f`](https://github.com/shinlnh/RCLane/commit/833455bf0046986531913ae7abcbc0dc1fd3e38f).
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+
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+ ## Files
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+
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+ | File | Purpose | SHA-256 |
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+ | --- | --- | --- |
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+ | `rclane_b0_e19_fp16.engine` | Exact FP16 TensorRT engine used by the deployed lane-detection service | `1dd1ea149559dd5694e450067cd1d34a2299c49973eb91fb06a07bce78037e72` |
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+ | `rclane_b0_e19_trt85.onnx` | Portable ONNX graph prepared for TensorRT 8.5 | `8847f7da77c5bcdb67c166e119f9817f68aa2d420acbd333128a10826ce363cd` |
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+ | `rclane_b0_e19.pth` | PyTorch training checkpoint, CARLA B0 epoch 19 | `ef3eb57a7064cb89783144a05344635e1be3a7527dd69a2022b0240782908866` |
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+ | `manifest.json` | Artifact metadata and checksums | — |
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+
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+ ## Interface
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+
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+ - Input: `images`, shape `N x 3 x 320 x 800`
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+ - Outputs: `seg_map`, `up_arrow`, `down_arrow`, `up_bound`, `down_bound`
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+ - ONNX opset: 17
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+
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+ TensorRT engines are environment-specific. The included engine is the exact deployed
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+ artifact and was used on an NVIDIA GeForce RTX 3050 6GB Laptop GPU (compute capability
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+ 8.6). Rebuild the engine from the ONNX file when using a different GPU, TensorRT, CUDA,
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+ or driver stack.
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+
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+ {
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+ "release": "17-09-2026",
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+ "source_repository": "https://github.com/shinlnh/RCLane",
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+ "source_commit": "833455bf0046986531913ae7abcbc0dc1fd3e38f",
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+ "model": {
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+ "architecture": "RCLane B0",
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+ "dataset": "CARLA",
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+ "epoch": 19,
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+ "input": {
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+ "name": "images",
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+ "shape": ["batch", 3, 320, 800]
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+ },
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+ "outputs": [
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+ "seg_map",
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+ "up_arrow",
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+ "down_arrow",
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+ "up_bound",
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+ "down_bound"
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+ ],
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+ "onnx_opset": 17
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+ },
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+ "artifacts": [
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+ {
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+ "path": "rclane_b0_e19_fp16.engine",
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+ "bytes": 17927468,
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+ "sha256": "1dd1ea149559dd5694e450067cd1d34a2299c49973eb91fb06a07bce78037e72",
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+ "role": "deployed TensorRT FP16 engine"
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+ },
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+ {
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+ "path": "rclane_b0_e19_trt85.onnx",
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+ "bytes": 25122448,
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+ "sha256": "8847f7da77c5bcdb67c166e119f9817f68aa2d420acbd333128a10826ce363cd",
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+ "role": "portable TensorRT-compatible ONNX graph"
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+ },
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+ {
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+ "path": "rclane_b0_e19.pth",
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+ "bytes": 74931410,
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+ "sha256": "ef3eb57a7064cb89783144a05344635e1be3a7527dd69a2022b0240782908866",
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+ "role": "PyTorch training checkpoint"
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+ }
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+ ]
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+ }
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