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Track-Anything

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v0.44.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (11) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +68 -69
  4. Track-Anything_TrackAnythingEncodeKeyWithShrinkage_float.onnx.zip +2 -2
  5. Track-Anything_TrackAnythingEncodeKeyWithShrinkage_float.tflite +2 -2
  6. Track-Anything_TrackAnythingEncodeKeyWithoutShrinkage_float.onnx.zip +2 -2
  7. Track-Anything_TrackAnythingEncodeKeyWithoutShrinkage_float.tflite +2 -2
  8. Track-Anything_TrackAnythingEncodeValue_float.onnx.zip +2 -2
  9. Track-Anything_TrackAnythingEncodeValue_float.tflite +2 -2
  10. Track-Anything_TrackAnythingSegment_float.onnx.zip +2 -2
  11. Track-Anything_TrackAnythingSegment_float.tflite +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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- size 109629
 
 
 
 
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/gaomingqi/Track-Anything/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
1
  The license of the original trained model can be found at https://github.com/gaomingqi/Track-Anything/blob/master/LICENSE.
 
README.md CHANGED
@@ -41,74 +41,74 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | TrackAnythingEncodeKeyWithShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.829 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.582 ms | 3 - 48 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.957 ms | 3 - 17 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.453 ms | 1 - 50 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.16 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.829 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.946 ms | 3 - 16 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.495 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.967 ms | 3 - 16 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.16 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.635 ms | 0 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.881 ms | 0 - 44 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.756 ms | 0 - 48 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.134 ms | 0 - 37 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.234 ms | 0 - 46 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.548 ms | 2 - 41 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.529 ms | 19 - 19 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeValue | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 52.848 ms | 3 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 17.899 ms | 3 - 92 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.699 ms | 3 - 22 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 15.779 ms | 0 - 105 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeValue | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 80.268 ms | 3 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 52.848 ms | 3 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.725 ms | 3 - 17 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 20.158 ms | 3 - 47 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.734 ms | 3 - 18 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 80.268 ms | 3 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.784 ms | 50 - 147 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.02 ms | 14 - 63 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.026 ms | 2 - 55 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.422 ms | 8 - 46 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.918 ms | 2 - 64 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.478 ms | 13 - 49 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeValue | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.281 ms | 39 - 39 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 35.671 ms | 20 - 63 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.309 ms | 20 - 70 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.276 ms | 20 - 35 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.08 ms | 45 - 96 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 12.713 ms | 20 - 62 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 35.671 ms | 20 - 63 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.299 ms | 20 - 35 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.36 ms | 20 - 64 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.164 ms | 20 - 32 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 12.713 ms | 20 - 62 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.661 ms | 18 - 69 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.191 ms | 63 - 107 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.602 ms | 19 - 66 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.603 ms | 60 - 128 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.818 ms | 0 - 46 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.758 ms | 2 - 76 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.869 ms | 66 - 66 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingSegment | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 113.201 ms | 1 - 82 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 38.3 ms | 1 - 138 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 28.979 ms | 2 - 24 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 23.803 ms | 0 - 53 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingSegment | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 38.644 ms | 2 - 80 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 113.201 ms | 1 - 82 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 29.069 ms | 2 - 22 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 41.848 ms | 1 - 81 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 29.044 ms | 2 - 20 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 38.644 ms | 2 - 80 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 21.516 ms | 1 - 133 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 17.914 ms | 24 - 83 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 17.729 ms | 0 - 66 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.002 ms | 7 - 76 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 14.47 ms | 0 - 90 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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- | TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 10.822 ms | 25 - 92 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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- | TrackAnythingSegment | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 23.717 ms | 38 - 38 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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@@ -285,7 +285,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of Track-Anything can be found
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  [here](https://github.com/gaomingqi/Track-Anything/blob/master/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
43
  |---|---|---|---|---|---|---|---|---|
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+ | TrackAnythingEncodeKeyWithShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 31.529 ms | 3 - 153 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.005 ms | 3 - 180 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.887 ms | 3 - 6 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.511 ms | 0 - 21 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.687 ms | 3 - 154 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 31.529 ms | 3 - 153 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.91 ms | 3 - 6 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.079 ms | 3 - 152 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.91 ms | 3 - 6 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.687 ms | 3 - 154 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.025 ms | 0 - 189 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
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+ | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.902 ms | 0 - 145 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
56
+ | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.259 ms | 0 - 155 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
57
+ | TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.154 ms | 1 - 115 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
58
+ | TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.658 ms | 0 - 156 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
59
+ | TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.557 ms | 0 - 116 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
60
+ | TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.551 ms | 19 - 19 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
61
+ | TrackAnythingEncodeValue | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 52.329 ms | 3 - 201 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
62
+ | TrackAnythingEncodeValue | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.505 ms | 3 - 257 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
63
+ | TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.234 ms | 3 - 7 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
64
+ | TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 15.677 ms | 0 - 44 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
65
+ | TrackAnythingEncodeValue | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 17.516 ms | 3 - 201 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
66
+ | TrackAnythingEncodeValue | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 52.329 ms | 3 - 201 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
67
+ | TrackAnythingEncodeValue | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.258 ms | 4 - 7 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
68
+ | TrackAnythingEncodeValue | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 19.451 ms | 3 - 198 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
69
+ | TrackAnythingEncodeValue | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.256 ms | 3 - 5 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
70
+ | TrackAnythingEncodeValue | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 17.516 ms | 3 - 201 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
71
+ | TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.659 ms | 0 - 261 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
72
+ | TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.994 ms | 12 - 165 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
73
+ | TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.196 ms | 3 - 174 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
74
+ | TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.451 ms | 7 - 125 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
75
+ | TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.718 ms | 2 - 172 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
76
+ | TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.479 ms | 12 - 132 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
77
+ | TrackAnythingEncodeValue | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.364 ms | 38 - 38 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
78
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.073 ms | 20 - 177 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
79
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 13.522 ms | 20 - 214 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
80
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.203 ms | 20 - 23 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
81
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.04 ms | 48 - 68 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
82
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 45.236 ms | 20 - 178 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
83
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.073 ms | 20 - 177 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
84
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.466 ms | 20 - 22 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
85
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 12.139 ms | 20 - 182 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
86
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.309 ms | 17 - 19 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
87
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 45.236 ms | 20 - 178 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
88
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.214 ms | 19 - 230 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
89
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.27 ms | 63 - 208 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
90
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.417 ms | 18 - 178 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
91
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.629 ms | 61 - 207 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
92
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.689 ms | 0 - 164 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
93
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.763 ms | 0 - 154 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
94
+ | TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.909 ms | 66 - 66 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
95
+ | TrackAnythingSegment | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 103.906 ms | 0 - 171 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
96
+ | TrackAnythingSegment | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 48.49 ms | 2 - 254 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
97
+ | TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 24.19 ms | 2 - 5 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
98
+ | TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 23.596 ms | 22 - 24 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
99
+ | TrackAnythingSegment | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 33.853 ms | 2 - 173 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
100
+ | TrackAnythingSegment | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 103.906 ms | 0 - 171 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
101
+ | TrackAnythingSegment | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 24.186 ms | 2 - 5 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
102
+ | TrackAnythingSegment | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 37.557 ms | 2 - 179 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
103
+ | TrackAnythingSegment | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 24.122 ms | 1 - 3 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
104
+ | TrackAnythingSegment | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 33.853 ms | 2 - 173 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
105
+ | TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 17.652 ms | 1 - 255 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
106
+ | TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 17.523 ms | 25 - 211 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
107
+ | TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 13.485 ms | 1 - 180 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
108
+ | TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.038 ms | 5 - 166 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
109
+ | TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 10.799 ms | 2 - 182 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
110
+ | TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 10.804 ms | 25 - 187 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
111
+ | TrackAnythingSegment | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 23.754 ms | 37 - 37 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
112
 
113
 
114
 
 
285
  ## License
286
  * The license for the original implementation of Track-Anything can be found
287
  [here](https://github.com/gaomingqi/Track-Anything/blob/master/LICENSE).
 
288
 
289
 
290
 
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