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README.md
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# Hand landmarks quantized
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## **Use case** : `Pose estimation`
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### Reference **NPU** inference time based on COCO Person dataset (see Accuracy for details on dataset)
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| Model | Dataset | Format | Resolution | Board | Execution Engine | Inference time (ms) | Inf / sec | STM32Cube.AI version | STEdgeAI Core version |
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|--------|------------------|--------|-------------|------------------|------------------|---------------------|-------|----------------------|-------------------------|
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| [hand_landmarks](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/pose_estimation/hand_landmarks/Public_pretrainedmodel_custom_dataset/custom_dataset_hands_21kpts/hand_landmarks_full_224_int8_pc.tflite) | custom_dataset_hands_21kpts | Int8 | 224x224x3 | STM32N6570-DK | NPU/MCU | 20.75 | 48.19 | 10.2.0 | 2.2.0 |
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license: apache-2.0
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license_link: >-
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https://github.com/STMicroelectronics/stm32ai-modelzoo/raw/refs/heads/main/pose_estimation/LICENSE.md
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pipeline_tag: keypoint-detection
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---
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# Hand landmarks quantized
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## **Use case** : `Pose estimation`
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### Reference **NPU** inference time based on COCO Person dataset (see Accuracy for details on dataset)
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| Model | Dataset | Format | Resolution | Board | Execution Engine | Inference time (ms) | Inf / sec | STM32Cube.AI version | STEdgeAI Core version |
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|--------|------------------|--------|-------------|------------------|------------------|---------------------|-------|----------------------|-------------------------|
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| [hand_landmarks](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/pose_estimation/hand_landmarks/Public_pretrainedmodel_custom_dataset/custom_dataset_hands_21kpts/hand_landmarks_full_224_int8_pc.tflite) | custom_dataset_hands_21kpts | Int8 | 224x224x3 | STM32N6570-DK | NPU/MCU | 20.75 | 48.19 | 10.2.0 | 2.2.0 |
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