Download models/sketch-embedder/model.json from devarajns/autodraw-client-model: direct link, hf CLI and curl.
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- Download file 6.14 kB
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https://huggingface.co/devarajns/autodraw-client-model/resolve/main/models/sketch-embedder/model.json
- Command line
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hf download hf://devarajns/autodraw-client-model/models/sketch-embedder/model.json
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curl -L -o model.json https://huggingface.co/devarajns/autodraw-client-model/resolve/main/models/sketch-embedder/model.json
6.14 kB
| { | |
| "schemaVersion": 1, | |
| "kind": "sketch-embedder", | |
| "classes": [ | |
| "airplane", | |
| "apple", | |
| "banana", | |
| "bicycle", | |
| "bird", | |
| "book", | |
| "cake", | |
| "camera", | |
| "car", | |
| "cat", | |
| "chair", | |
| "clock", | |
| "cloud", | |
| "coffee cup", | |
| "computer", | |
| "door", | |
| "eye", | |
| "face", | |
| "fish", | |
| "flower", | |
| "hamburger", | |
| "hand", | |
| "house", | |
| "ice cream", | |
| "key", | |
| "light bulb", | |
| "moon", | |
| "mountain", | |
| "pencil", | |
| "pizza", | |
| "rain", | |
| "rainbow", | |
| "star", | |
| "sun", | |
| "tree", | |
| "truck", | |
| "umbrella" | |
| ], | |
| "trainingData": { | |
| "sketchCacheFingerprint": "5d56d8dd9ccc445000f843298d921611e777f90010f75bdfd344988a67b2f4bb", | |
| "iconCacheFingerprint": "94a2d3e022c8d482df631fa87756ea7a19e768bb829caa853ca78c2430a62e8b", | |
| "iconCounts": { | |
| "planned": 480, | |
| "kept": 479, | |
| "train": 439, | |
| "holdout": 40, | |
| "byStatus": { | |
| "ok": 479, | |
| "unreadable": 1, | |
| "empty": 0, | |
| "inkOutOfBand": 0 | |
| }, | |
| "minPerClass": 11, | |
| "sparseClasses": [] | |
| }, | |
| "source": { | |
| "repository": "https://github.com/nsdevaraj/SVGDepot.git", | |
| "commit": "5d05c6fa39b9d193d408d203e72f98e3e78c5b3b" | |
| } | |
| }, | |
| "model": { | |
| "filename": "sketch-embedder.onnx", | |
| "format": "ONNX", | |
| "opset": 17, | |
| "bytes": 2009324, | |
| "sha256": "3243c8679464f88431cf061dfd632843ec3a5377ff17999e126f0425d9e3713a", | |
| "parameterCount": 501798, | |
| "embeddingDim": 64, | |
| "input": { | |
| "name": "bitmap", | |
| "dtype": "float32", | |
| "shape": [ | |
| "batch", | |
| 1, | |
| 64, | |
| 64 | |
| ], | |
| "normalization": "uint8 / 255" | |
| }, | |
| "outputs": { | |
| "embedding": { | |
| "name": "embedding", | |
| "dtype": "float32", | |
| "shape": [ | |
| "batch", | |
| 64 | |
| ], | |
| "normalization": "L2" | |
| }, | |
| "logits": { | |
| "name": "logits", | |
| "dtype": "float32", | |
| "shape": [ | |
| "batch", | |
| 37 | |
| ] | |
| } | |
| } | |
| }, | |
| "rasterizer": { | |
| "worker": "scripts/rasterize-svg-worker.mjs", | |
| "size": 64, | |
| "padding": 4, | |
| "strokeWidth": 2.5, | |
| "supersample": 4, | |
| "minInk": 0.01, | |
| "maxInk": 0.6 | |
| }, | |
| "metrics": { | |
| "classification": { | |
| "accuracy": 0.9022162162162162, | |
| "top5Accuracy": 0.9772972972972973, | |
| "perClassAccuracy": [ | |
| 0.904, | |
| 0.948, | |
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| }, | |
| "retrieval": { | |
| "all": { | |
| "recallAt1": 0.8878378378378379, | |
| "recallAt5": 0.918, | |
| "recallAt10": 0.9308648648648649, | |
| "perClassRecallAt10": [ | |
| 0.914, | |
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| 0.802, | |
| 0.928, | |
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| 0.88, | |
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| }, | |
| "holdoutIcons": { | |
| "recallAt1": 0.7225405405405405, | |
| "recallAt5": 0.8932972972972973, | |
| "recallAt10": 0.9657297297297297, | |
| "perClassRecallAt10": [ | |
| 0.966, | |
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| } | |
| }, | |
| "maxLogitDifference": 2.9727816581726074e-06 | |
| }, | |
| "training": { | |
| "epochs": 8, | |
| "batchSize": 256, | |
| "optimizer": { | |
| "name": "AdamW", | |
| "learningRate": 0.001, | |
| "weightDecay": 0.0001 | |
| }, | |
| "temperature": 0.07, | |
| "classificationWeight": 1.0, | |
| "seed": 20260815, | |
| "deterministicAlgorithms": true, | |
| "minClassAccuracy": 0.7, | |
| "minRecallAt10": 0.7, | |
| "minClassRecallAt10": 0.7, | |
| "weakClasses": { | |
| "byRecall": [], | |
| "byClassification": [] | |
| } | |
| }, | |
| "runtime": { | |
| "python": "3.9.6", | |
| "numpy": "1.26.4", | |
| "torch": "2.8.0", | |
| "onnx": "1.19.1", | |
| "onnxruntime": "1.19.2" | |
| }, | |
| "source": { | |
| "files": { | |
| "model/sketch_embedder.py": "910cba4fca9234231b52ee216c3a3c1d7d4bea544e8dea2de5816d822c9b6ae0", | |
| "model/quickdraw_cnn.py": "cb1906705fdae3d6cb67e1b897558fb01a040bf3400051d5c03d2709e1f19c8f", | |
| "model/integrity.py": "8b2aaa5ead6ec5739acaf279926deb553bc945eb8a3d5ccadb3fd20d3021c2a9", | |
| "scripts/build-embedding-cache.py": "94413b5a1dc47de92e5fe978ad8fe9d91bc16453b2b7c2102f2c46250177f6c5", | |
| "scripts/rasterize-svg-worker.mjs": "6f3ae6a04714b4dc35ad07deac234fc297f1d9e931ede6c34e17cfd1eeaeece9", | |
| "scripts/train-sketch-embedder.py": "baddd6b1f60c8102e42bc59607841900e148e9e90798a7c5a703e7a159c6de67", | |
| "src/svg-to-polylines.mjs": "b4f994fc6509167db99fdfecad7f400abdf98eb5cbb8c9857e0ec01020702865", | |
| "src/sketch-rasterizer.mjs": "73f93553d1961265f8c0a63519b91da736f2bd4f081d6699ed60ba3b74eafa59" | |
| } | |
| }, | |
| "fingerprint": "fecbbbde3387ea29916ac4135167ccfb18b8a23e8a1d28a851df3b3c60845dc8" | |
| } | |