| { |
| "schemaVersion": 1, |
| "status": "stable", |
| "model": { |
| "id": "pp-picodet-l-320", |
| "version": "1.0.1", |
| "architecture": "PicoDet-L-320 LCNet", |
| "format": "onnx" |
| }, |
| "input": { |
| "name": "image", |
| "shape": [1, 3, 320, 320], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { "name": "multiclass_nms3_0.tmp_0", "shape": [-1, 6], "dtype": "float32" }, |
| { "name": "multiclass_nms3_0.tmp_2", "shape": [1], "dtype": "int32" } |
| ], |
| "preprocessing": { |
| "size": { "width": 320, "height": 320 }, |
| "resizeMode": "stretch", |
| "interpolation": "bicubic", |
| "rescaleFactor": 0.00392156862745098, |
| "doResize": true, |
| "doRescale": true, |
| "doNormalize": true, |
| "mean": [0.48500001430511475, 0.4560000002384186, 0.4059999883174896], |
| "std": [0.2290000021457672, 0.2240000069141388, 0.22499999403953552] |
| }, |
| "postprocessing": { |
| "type": "nms", |
| "scoreThreshold": 0.5, |
| "iouThreshold": 0.5, |
| "matrixCoordinates": "pixels" |
| }, |
| "defaultVariant": "fp32", |
| "defaultSource": "huggingface", |
| "labels": [ |
| "person", "bicycle", "car", "motorcycle", "airplane", "bus", "train", "truck", "boat", |
| "traffic light", "fire hydrant", "stop sign", "parking meter", "bench", "bird", "cat", |
| "dog", "horse", "sheep", "cow", "elephant", "bear", "zebra", "giraffe", "backpack", |
| "umbrella", "handbag", "tie", "suitcase", "frisbee", "skis", "snowboard", "sports ball", |
| "kite", "baseball bat", "baseball glove", "skateboard", "surfboard", "tennis racket", "bottle", |
| "wine glass", "cup", "fork", "knife", "spoon", "bowl", "banana", "apple", "sandwich", "orange", |
| "broccoli", "carrot", "hot dog", "pizza", "donut", "cake", "chair", "couch", "potted plant", |
| "bed", "dining table", "toilet", "tv", "laptop", "mouse", "remote", "keyboard", "cell phone", |
| "microwave", "oven", "toaster", "sink", "refrigerator", "book", "clock", "vase", "scissors", |
| "teddy bear", "hair drier", "toothbrush" |
| ], |
| "variants": [ |
| { |
| "id": "fp32", |
| "filename": "picodet-l-320-fp32.onnx", |
| "precision": "fp32", |
| "quantization": "none", |
| "opset": 11, |
| "bytes": 23243834, |
| "sha256": "0397bb449689d1bf57dfcb8849b3ddaa1c8962e1e63e533bd97d265908a428a1", |
| "parameterCount": 5787988, |
| "backends": ["wasm", "webgpu"], |
| "status": "stable", |
| "sources": [ |
| { |
| "kind": "huggingface", |
| "repository": "chenmohan/web-sdk-pp-detection", |
| "revision": "b089403d908b40f28e56e4c0330c3c8b6e71183f", |
| "path": "picodet-l-320-fp32.onnx", |
| "downloadUrl": "https://huggingface.co/chenmohan/web-sdk-pp-detection/resolve/main/picodet-l-320-fp32.onnx?v=1.0.1", |
| "bytes": 23243834, |
| "sha256": "0397bb449689d1bf57dfcb8849b3ddaa1c8962e1e63e533bd97d265908a428a1" |
| }, |
| { |
| "kind": "modelscope", |
| "repository": "chenmohan/web-sdk-pp-detection", |
| "revision": "e7d5a0ce5023fd22e915d474c6db70b54dca9637", |
| "path": "picodet-l-320-fp32.onnx", |
| "downloadUrl": "https://www.modelscope.cn/models/chenmohan/web-sdk-pp-detection/resolve/master/picodet-l-320-fp32.onnx?v=1.0.1", |
| "bytes": 23243834, |
| "sha256": "0397bb449689d1bf57dfcb8849b3ddaa1c8962e1e63e533bd97d265908a428a1" |
| }, |
| { |
| "kind": "git-lfs", |
| "repository": "chenmohan123/web-sdk-PP-Detection", |
| "revision": "3204072ce46d2afde30a47859f187a4dc293f345", |
| "path": "models/pp-detection/picodet-l-320-fp32.onnx", |
| "downloadUrl": "https://media.githubusercontent.com/media/chenmohan123/web-sdk-PP-Detection/main/models/pp-detection/picodet-l-320-fp32.onnx?v=1.0.1", |
| "bytes": 23243834, |
| "sha256": "0397bb449689d1bf57dfcb8849b3ddaa1c8962e1e63e533bd97d265908a428a1" |
| } |
| ] |
| } |
| ], |
| "limitations": [ |
| "FP16、INT8、INT4、FP8 尚未达到稳定发布门槛。", |
| "移动端浏览器和微信 WebView 尚未完成本版本的独立验证；兼容性仅限已记录环境。" |
| ] |
| } |
|
|
