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onnx / models

A collection of pre-trained, state-of-the-art models in the ONNX format
http://onnx.ai/models/
Apache License 2.0
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Want to get preprocess details & accuracy of some models #471

Open mengniwang95 opened 3 years ago

mengniwang95 commented 3 years ago

I found there are some models lack data preprocess details and even accuracy info, such as https://github.com/onnx/models/tree/master/vision/classification/inception_and_googlenet/inception_v2 Where can I get these details to reproduce results?

mengniwang95 commented 3 years ago

I found there are about 11 models without accuracy or preprocess details in cv category. For those models without preprocess details, if I use some typical preprocess but get different accuracy, is it acceptable? For those models without accuracy, I can't confirm whether my results are correct, is it acceptable? @wenbingl

wangxudong-cq commented 2 years ago

When the preprocessing of the inception model is the same as resnet, the inference result is wrong inception v1: image resnresnet18-v1: image

how to solve?

mengniwang95 commented 2 years ago

update model list which misses preprocess/postprocess details: https://github.com/onnx/models/tree/main/vision/classification/rcnn_ilsvrc13 https://github.com/onnx/models/tree/main/vision/classification/inception_and_googlenet/inception_v2 https://github.com/onnx/models/tree/main/vision/object_detection_segmentation/tiny-yolov2 https://github.com/onnx/models/tree/main/vision/object_detection_segmentation/yolov2-coco https://github.com/onnx/models/tree/main/vision/body_analysis/ultraface https://github.com/onnx/models/tree/main/text/machine_comprehension/gpt-2