在使用YOLOv5(6.0版本)时,运行export.py,尝试将pytorch训练pt模型转换成Tensorflow支持tflite模型,然而遇到报错: TensorFlow saved_model: export failure: can’t convert cuda:0 device type tensor to numpy. 对于此类问题,作者在issue中的统一回答是:新版本已解决了该问题,请使用新版本。 然而,直接使用新版本毕竟...
(base) root@3f6378e93877:/yolov5-master_03# python export.py --weights ./export_tflite/yolov5s/best.pt --include tflite export: data=data/coco128.yaml, weights=./export_tflite/yolov5s/best.pt, imgsz=[640, 640], batch_size=1, device=cpu, half=False, inplace=False, train=False...
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$ python path/to/export.py --weights yolov5s.pt --include torchscript onnx openvino engine coreml tflite ... Inference: $ python path/to/detect.py --weights yolov5s.pt # PyTorch yolov5s.torchscript # TorchScript yolov5s.onnx # ONNX Runtime or OpenCV DNN with --dnn yolov...
使用YOLOv5将Pytorch(.pt)模型转换成TensorRT(.engine)格式时,遇到如下报错: TensorRT: export failure 0.1s: WinError 127 解决过程 首先是根据我之前的博文【目标检测】使用TensorRT加速YOLOv5正确安装好TensorRT,目前使用的Cuda版本是11.8。 查阅官方仓库中的相关issue,主要解决思路是保证Cuda版本、Pytorch版本的一致性...
if tf.__version__ > "2.13.1": helper_url = "https://github.com/ultralytics/yolov5/issues/12489" LOGGER.info( f"WARNING ⚠️ using Tensorflow {tf.__version__} > 2.13.1 might cause issue when exporting the model to tflite {helper_url}" ) # handling issue https://github...
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Search before asking I have searched the YOLOv5 issues and found no similar feature requests. Description Export a YOLOv5 PyTorch model to other formats. TensorFlow exports authored by https://github.com/zldrobit Format export.py --inclu...
# YOLOv5 TensorFlow GraphDef *.pb export https://github.com/leimao/Frozen_Graph_TensorFlow import tensorflow as tf from tensorflow.python.framework.convert_to_constants import convert_variables_to_constants_v2 LOGGER.info(f'\n{prefix} starting export with tensorflow {tf.__version__}...')...
yolov5s_edgetpu.tflite # TensorFlow Edge TPU yolov5s_paddle_model # PaddlePaddle TensorFlow.js: $ cd .. && git clone https://github.com/zldrobit/tfjs-yolov5-example.git && cd tfjs-yolov5-example $ npm install $ ln -s ../../yolov5/yolov5s_web_model public/yolov5s_w...