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apocaliss92 commited on
Commit
604e912
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verified ·
1 Parent(s): 0810df6

add vehicleClassification/vehicle-type-v1 small classifier (onnx+openvino+coreml+labels)

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Files changed (10) hide show
  1. vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1-labels.json +34 -0
  2. vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1.mlpackage/Data/com.apple.CoreML/model.mlmodel +3 -0
  3. vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1.mlpackage/Data/com.apple.CoreML/weights/weight.bin +3 -0
  4. vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1.mlpackage/Manifest.json +18 -0
  5. vehicleClassification/vehicle-type-v1/onnx/vehicle-type-v1-labels.json +34 -0
  6. vehicleClassification/vehicle-type-v1/onnx/vehicle-type-v1.onnx +3 -0
  7. vehicleClassification/vehicle-type-v1/openvino/vehicle-type-v1-labels.json +34 -0
  8. vehicleClassification/vehicle-type-v1/openvino/vehicle-type-v1.bin +3 -0
  9. vehicleClassification/vehicle-type-v1/openvino/vehicle-type-v1.xml +0 -0
  10. vehicleClassification/vehicle-type-v1/vehicle-type-v1-labels.json +34 -0
vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1-labels.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "labels": [
3
+ "Ambulance",
4
+ "Bicycle",
5
+ "Bus",
6
+ "Car",
7
+ "Motorcycle",
8
+ "Taxi",
9
+ "Truck",
10
+ "Van"
11
+ ],
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+ "input_size": 224,
13
+ "num_classes": 8,
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+ "preprocess": {
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+ "normalize": "imagenet",
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+ "mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "channels": "RGB",
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+ "layout": "NCHW"
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+ },
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+ "arch": "mobilenet_v3_large",
30
+ "source": "torchvision IMAGENET1K_V2 fine-tuned on DrBimmer/vehicle-classification road subset",
31
+ "license": "BSD-3-Clause (torchvision) / dataset per-source",
32
+ "output": "logits (apply softmax)",
33
+ "best_val_acc": 0.8938
34
+ }
vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1.mlpackage/Data/com.apple.CoreML/model.mlmodel ADDED
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+ size 118233
vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1.mlpackage/Data/com.apple.CoreML/weights/weight.bin ADDED
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vehicleClassification/vehicle-type-v1/coreml/vehicle-type-v1.mlpackage/Manifest.json ADDED
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+ {
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+ "fileFormatVersion": "1.0.0",
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+ "itemInfoEntries": {
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+ "B1DBCBF0-E693-4DDD-B03B-48C64BBF7110": {
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+ "author": "com.apple.CoreML",
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+ "description": "CoreML Model Specification",
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+ "name": "model.mlmodel",
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+ "path": "com.apple.CoreML/model.mlmodel"
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+ },
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+ "E1211D56-A8AD-44F0-81B4-5ED581D52CD1": {
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+ "author": "com.apple.CoreML",
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+ "description": "CoreML Model Weights",
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+ "name": "weights",
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+ "path": "com.apple.CoreML/weights"
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+ }
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+ },
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+ "rootModelIdentifier": "B1DBCBF0-E693-4DDD-B03B-48C64BBF7110"
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+ }
vehicleClassification/vehicle-type-v1/onnx/vehicle-type-v1-labels.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "labels": [
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+ "Ambulance",
4
+ "Bicycle",
5
+ "Bus",
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+ "Car",
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+ "Motorcycle",
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+ "Taxi",
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+ "Truck",
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+ "Van"
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+ ],
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+ "input_size": 224,
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+ "num_classes": 8,
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+ "preprocess": {
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+ "normalize": "imagenet",
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+ "mean": [
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+ 0.485,
18
+ 0.456,
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+ 0.406
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+ ],
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+ "std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "channels": "RGB",
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+ "layout": "NCHW"
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+ },
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+ "arch": "mobilenet_v3_large",
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+ "source": "torchvision IMAGENET1K_V2 fine-tuned on DrBimmer/vehicle-classification road subset",
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+ "license": "BSD-3-Clause (torchvision) / dataset per-source",
32
+ "output": "logits (apply softmax)",
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+ "best_val_acc": 0.8938
34
+ }
vehicleClassification/vehicle-type-v1/onnx/vehicle-type-v1.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 16844593
vehicleClassification/vehicle-type-v1/openvino/vehicle-type-v1-labels.json ADDED
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+ {
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+ "labels": [
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+ "Ambulance",
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+ "Bicycle",
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+ "Bus",
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+ "Car",
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+ "Motorcycle",
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+ "Taxi",
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+ "Truck",
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+ "Van"
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+ ],
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+ "input_size": 224,
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+ "num_classes": 8,
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+ "preprocess": {
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+ "normalize": "imagenet",
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+ "mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "channels": "RGB",
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+ "layout": "NCHW"
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+ },
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+ "arch": "mobilenet_v3_large",
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+ "source": "torchvision IMAGENET1K_V2 fine-tuned on DrBimmer/vehicle-classification road subset",
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+ "license": "BSD-3-Clause (torchvision) / dataset per-source",
32
+ "output": "logits (apply softmax)",
33
+ "best_val_acc": 0.8938
34
+ }
vehicleClassification/vehicle-type-v1/openvino/vehicle-type-v1.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bf352f4a602d5e6ef5b6df5140972ef68e79076be397a90c10f1efdda59f4a1e
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+ size 8424214
vehicleClassification/vehicle-type-v1/openvino/vehicle-type-v1.xml ADDED
The diff for this file is too large to render. See raw diff
 
vehicleClassification/vehicle-type-v1/vehicle-type-v1-labels.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "labels": [
3
+ "Ambulance",
4
+ "Bicycle",
5
+ "Bus",
6
+ "Car",
7
+ "Motorcycle",
8
+ "Taxi",
9
+ "Truck",
10
+ "Van"
11
+ ],
12
+ "input_size": 224,
13
+ "num_classes": 8,
14
+ "preprocess": {
15
+ "normalize": "imagenet",
16
+ "mean": [
17
+ 0.485,
18
+ 0.456,
19
+ 0.406
20
+ ],
21
+ "std": [
22
+ 0.229,
23
+ 0.224,
24
+ 0.225
25
+ ],
26
+ "channels": "RGB",
27
+ "layout": "NCHW"
28
+ },
29
+ "arch": "mobilenet_v3_large",
30
+ "source": "torchvision IMAGENET1K_V2 fine-tuned on DrBimmer/vehicle-classification road subset",
31
+ "license": "BSD-3-Clause (torchvision) / dataset per-source",
32
+ "output": "logits (apply softmax)",
33
+ "best_val_acc": 0.8938
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+ }