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products:sbc:vim4:npu:demos:yolov7-tiny
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products:sbc:vim4:npu:demos:yolov7-tiny [2024/01/04 04:46] louis |
products:sbc:vim4:npu:demos:yolov7-tiny [2024/05/31 03:36] (current) louis |
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| if self.grid[i].shape[2: | if self.grid[i].shape[2: | ||
| ``` | ``` | ||
| + | |||
| + | <WRAP important> | ||
| + | yolo.py has many forward. Right place is class **IDetect** function **fuseforward**. | ||
| + | </ | ||
| Then, run '' | Then, run '' | ||
| Line 81: | Line 85: | ||
| --inputs " | --inputs " | ||
| --input-shapes | --input-shapes | ||
| - | --inference-input-type float32 \ | ||
| - | --inference-output-type float32 \ | ||
| --dtypes " | --dtypes " | ||
| --quantize-dtype int8 --outdir onnx_output | --quantize-dtype int8 --outdir onnx_output | ||
| --channel-mean-value " | --channel-mean-value " | ||
| --source-file dataset.txt | --source-file dataset.txt | ||
| - | --iterations 500 \ | ||
| - | --disable-per-channel False \ | ||
| --batch-size 1 --target-platform PRODUCT_PID0XA003 | --batch-size 1 --target-platform PRODUCT_PID0XA003 | ||
| ``` | ``` | ||
| - | |||
| - | <WRAP important > | ||
| - | Please prepare about 500 pictures for quantification. If the pictures size is smaller than model input size, please resize pictures to input size before quantification. | ||
| - | </ | ||
| Run '' | Run '' | ||
| Line 110: | Line 106: | ||
| ```shell | ```shell | ||
| $ git clone https:// | $ git clone https:// | ||
| + | |||
| ``` | ``` | ||
| - | |||
| - | <WRAP important > | ||
| - | If your kernel version is 5.4 or earlier, please use tag '' | ||
| - | </ | ||
| ==== Install dependencies ==== | ==== Install dependencies ==== | ||
Last modified: 2024/01/04 04:46 by louis