Hugging Face's logo

STMicroelectronics
/
face_detect_front

Object Detection
Model card Files
xet
Community
FBAGSTM commited on
Commit
0885cfd
·
verified ·
1 Parent(s): ca5fedb

Release AI-ModelZoo-4.0.0

Browse files
Files changed (1) hide show
  1. README.md +4 -3
README.md CHANGED
@@ -4,6 +4,7 @@ license_link: >-
4
  https://github.st.com/AIS/stm32ai-modelzoo/raw/master/object_detection/LICENSE.md
5
  pipeline_tag: object-detection
6
  ---
 
7
  # BlazeFace Front 128x128 Quantized
8
 
9
  ## **Use case** : `Object detection`
@@ -56,13 +57,13 @@ Performance metrics are measured using default STM32Cube.AI configurations with
56
 
57
  | Model | Dataset | Format | Resolution | Series | Internal RAM (KB) | External RAM (KB) | Weights Flash (KB) | STM32Cube.AI version | STEdgeAI Core version |
58
  |----------------------|---------------|--------|------------|---------|-------------------|-------------------|--------------------|----------------------|-----------------------|
59
- | [BlazeFace Front 128x128 per channel](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/face_detect_front/Public_pretrainedmodel_public_dataset/wider_face/blazeface_front_128_quant_pc_ff_od_wider_face.tflite) | WIDER FACE (frontal) | Int8 | 128x128x3 | STM32N6 | 528 | 0 | 150.97 | 10.2.0 | 2.2.0 |
60
 
61
  ### Reference **NPU** inference time (example)
62
 
63
  | Model | Dataset | Format | Resolution | Board | Execution Engine | Inference time (ms) | Inf / sec | STM32Cube.AI version | STEdgeAI Core version |
64
  |----------------------|---------------|--------|------------|----------------|------------------|---------------------|-----------|----------------------|-----------------------|
65
- | [BlazeFace Front 128x128 per channel](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/face_detect_front/Public_pretrainedmodel_public_dataset/wider_face/blazeface_front_128_quant_pc_ff_od_wider_face.tflite) | WIDER FACE (frontal) | Int8 | 128x128x3 | STM32N6570-DK | NPU/MCU | 5.09 | 196.3 | 10.2.0 | 2.2.0 |
66
 
67
 
68
  ## Integration and support
@@ -75,4 +76,4 @@ For integration examples and additional services, please refer to the STM32 AI m
75
 
76
  - BlazeFace paper: [https://arxiv.org/abs/1907.05047](https://arxiv.org/abs/1907.05047)
77
  - MediaPipe BlazeFace model repository: [https://github.com/PINTO0309/PINTO_model_zoo/tree/main/030_BlazeFace](https://github.com/PINTO0309/PINTO_model_zoo/tree/main/030_BlazeFace)
78
- - WIDER FACE dataset: [http://shuoyang1213.me/WIDERFACE/](http://shuoyang1213.me/WIDERFACE/)
 
4
  https://github.st.com/AIS/stm32ai-modelzoo/raw/master/object_detection/LICENSE.md
5
  pipeline_tag: object-detection
6
  ---
7
+
8
  # BlazeFace Front 128x128 Quantized
9
 
10
  ## **Use case** : `Object detection`
 
57
 
58
  | Model | Dataset | Format | Resolution | Series | Internal RAM (KB) | External RAM (KB) | Weights Flash (KB) | STM32Cube.AI version | STEdgeAI Core version |
59
  |----------------------|---------------|--------|------------|---------|-------------------|-------------------|--------------------|----------------------|-----------------------|
60
+ | [BlazeFace Front 128x128 per channel](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/facedetect_front/Public_pretrainedmodel_public_dataset/widerface/blazeface_front_128_quant_pc_ff_od_widerface.tflite) | WIDER FACE (frontal) | Int8 | 128x128x3 | STM32N6 | 528 | 0 | 150.97 | 10.2.0 | 2.2.0 |
61
 
62
  ### Reference **NPU** inference time (example)
63
 
64
  | Model | Dataset | Format | Resolution | Board | Execution Engine | Inference time (ms) | Inf / sec | STM32Cube.AI version | STEdgeAI Core version |
65
  |----------------------|---------------|--------|------------|----------------|------------------|---------------------|-----------|----------------------|-----------------------|
66
+ | [BlazeFace Front 128x128 per channel](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/facedetect_front/Public_pretrainedmodel_public_dataset/widerface/blazeface_front_128_quant_pc_ff_od_widerface.tflite) | WIDER FACE (frontal) | Int8 | 128x128x3 | STM32N6570-DK | NPU/MCU | 5.09 | 196.3 | 10.2.0 | 2.2.0 |
67
 
68
 
69
  ## Integration and support
 
76
 
77
  - BlazeFace paper: [https://arxiv.org/abs/1907.05047](https://arxiv.org/abs/1907.05047)
78
  - MediaPipe BlazeFace model repository: [https://github.com/PINTO0309/PINTO_model_zoo/tree/main/030_BlazeFace](https://github.com/PINTO0309/PINTO_model_zoo/tree/main/030_BlazeFace)
79
+ - WIDER FACE dataset: [http://shuoyang1213.me/WIDERFACE/](http://shuoyang1213.me/WIDERFACE/)