Hugging Face's logo

STMicroelectronics
/
st_yolo_lc_v1

Object Detection
Model card Files Community
FBAGSTM commited on
Commit
25c6fa8
·
verified ·
1 Parent(s): a63a269

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +6 -6
README.md CHANGED
@@ -66,17 +66,17 @@ Measures are done with default STM32Cube.AI configuration with enabled input / o
66
  ### Reference **NPU** memory footprint based on COCO Person dataset (see Accuracy for details on dataset)
67
  |Model | Dataset | Format | Resolution | Series | Internal RAM (KiB) | External RAM (KiB)| Weights Flash (KiB)| STM32Cube.AI version | STEdgeAI Core version |
68
  |----------|------------------|--------|-------------|------------------|------------------|---------------------|-------|----------------------|-------------------------|
69
- | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_192/st_yolo_lc_v1_192_int8.tflite)| COCO-Person | Int8 | 192x192x3 | STM32N6 | 252 | 0.0 | 328.19 | 10.0.0 | 2.0.0 |
70
- | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_224/st_yolo_lc_v1_224_int8.tflite)| COCO-Person | Int8 | 256x256x3 | STM32N6 | 343 | 0.0 | 328.19 | 10.0.0 | 2.0.0 |
71
- | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_256/st_yolo_lc_v1_256_int8.tflite)| COCO-Person | Int8 | 256x256x3 | STM32N6 | 576 | 0.0 | 328.19 | 10.0.0 | 2.0.0 |
72
 
73
 
74
  ### Reference **NPU** inference time based on COCO Person dataset (see Accuracy for details on dataset)
75
  | Model | Dataset | Format | Resolution | Board | Execution Engine | Inference time (ms) | Inf / sec | STM32Cube.AI version | STEdgeAI Core version |
76
  |--------|------------------|--------|-------------|------------------|------------------|---------------------|-------|----------------------|-------------------------|
77
- | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_192/st_yolo_lc_v1_192_int8.tflite) | COCO-Person | Int8 | 192x192x3 | STM32N6570-DK | NPU/MCU | 1.96 | 510.20 | 10.0.0 | 2.0.0 |
78
- | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_224/st_yolo_lc_v1_224_int8.tflite) | COCO-Person | Int8 | 256x256x3 | STM32N6570-DK | NPU/MCU | 2.35 | 425.53 | 10.0.0 | 2.0.0 |
79
- | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_256/st_yolo_lc_v1_256_int8.tflite) | COCO-Person | Int8 256x256x3 | STM32N6570-DK | NPU/MCU | 3.01 | 332.23 | 10.0.0 | 2.0.0 |
80
 
81
  ### Reference **MCU** memory footprint based on COCO Person dataset (see Accuracy for details on dataset)
82
 
 
66
  ### Reference **NPU** memory footprint based on COCO Person dataset (see Accuracy for details on dataset)
67
  |Model | Dataset | Format | Resolution | Series | Internal RAM (KiB) | External RAM (KiB)| Weights Flash (KiB)| STM32Cube.AI version | STEdgeAI Core version |
68
  |----------|------------------|--------|-------------|------------------|------------------|---------------------|-------|----------------------|-------------------------|
69
+ | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_192/st_yolo_lc_v1_192_int8.tflite)| COCO-Person | Int8 | 192x192x3 | STM32N6 | 252 | 0.0 | 328.19 | 10.0.0 | 2.0.0 |
70
+ | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_224/st_yolo_lc_v1_224_int8.tflite)| COCO-Person | Int8 | 256x256x3 | STM32N6 | 343 | 0.0 | 328.19 | 10.0.0 | 2.0.0 |
71
+ | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_256/st_yolo_lc_v1_256_int8.tflite)| COCO-Person | Int8 | 256x256x3 | STM32N6 | 576 | 0.0 | 328.19 | 10.0.0 | 2.0.0 |
72
 
73
 
74
  ### Reference **NPU** inference time based on COCO Person dataset (see Accuracy for details on dataset)
75
  | Model | Dataset | Format | Resolution | Board | Execution Engine | Inference time (ms) | Inf / sec | STM32Cube.AI version | STEdgeAI Core version |
76
  |--------|------------------|--------|-------------|------------------|------------------|---------------------|-------|----------------------|-------------------------|
77
+ | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_192/st_yolo_lc_v1_192_int8.tflite) | COCO-Person | Int8 | 192x192x3 | STM32N6570-DK | NPU/MCU | 1.96 | 510.20 | 10.0.0 | 2.0.0 |
78
+ | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_224/st_yolo_lc_v1_224_int8.tflite) | COCO-Person | Int8 | 256x256x3 | STM32N6570-DK | NPU/MCU | 2.35 | 425.53 | 10.0.0 | 2.0.0 |
79
+ | [st_yolo_lc_v1](https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/object_detection/st_yolo_lc_v1/ST_pretrainedmodel_public_dataset/coco_2017_person/st_yolo_lc_v1_256/st_yolo_lc_v1_256_int8.tflite) | COCO-Person | Int8 256x256x3 | STM32N6570-DK | NPU/MCU | 3.01 | 332.23 | 10.0.0 | 2.0.0 |
80
 
81
  ### Reference **MCU** memory footprint based on COCO Person dataset (see Accuracy for details on dataset)
82