# Object Detection Error : Faster R-CNN ResNet50 W/ GPU

**URL:** <https://discuss.ai.google.dev/t/object-detection-error-faster-r-cnn-resnet50-w-gpu/29495>\
**Category:** General Discussion\
**Tags:** gpu, help\_request\
**Created:** [October 31, 2021, 5:10pm UTC](https://discuss.ai.google.dev/t/object-detection-error-faster-r-cnn-resnet50-w-gpu/29495 "2021-10-31T17:10:03Z")\
**Posts on this page:** 4\
**Page:** 1

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**Author:** ![Hank\_Arnold](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/hank_arnold/32/6402_2.png) [@Hank\_Arnold](https://discuss.ai.google.dev/u/Hank_Arnold)\
**Post date:** [October 31, 2021, 5:10pm UTC](https://discuss.ai.google.dev/t/object-detection-error-faster-r-cnn-resnet50-w-gpu/29495/1 "2021-10-31T17:10:03Z")

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My first posting on this forum. Please forgive me if I’m in the wrong place, and any suggestions for the proper way to ask would be appreciated.

I’m self-teaching Tensorflow Object Detection in hopes of being able to identify and count nesting birds from UAV images using available tutorials.

I am able to train and detect with all the various models in the Tensorflow Zoo using my tutorial base setup except the Faster R-CNN versions.

On any Faster R-CNN model I first get a new message :

“This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX AVX2  
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.”

Followed by a failure :

“raise ValueError('{} is not supported. See `model_builder.py` for features '”

I suspect this comes up from some sort of a version error between the tutorial environment and the Faster R-CNN pre-trained model, but I don’t know where to start to find a path forward.

Here is the pre-trained model I’m using…

‘[http://download.tensorflow.org/models/object\_detection/tf2/20200711/faster\_rcnn\_resnet50\_v1\_640x640\_coco17\_tpu-8.tar.gz](http://download.tensorflow.org/models/object_detection/tf2/20200711/faster_rcnn_resnet50_v1_640x640_coco17_tpu-8.tar.gz)’

Any suggestions would be appreciated, including any recommendations of where I might find a consulting service to assist.

Thanks in advance

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<div class="post-metadata">

**Author:** ![Hank\_Arnold](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/hank_arnold/32/6402_2.png) [@Hank\_Arnold](https://discuss.ai.google.dev/u/Hank_Arnold)\
**Post date:** [November 1, 2021, 3:05pm UTC](https://discuss.ai.google.dev/t/object-detection-error-faster-r-cnn-resnet50-w-gpu/29495/4 "2021-11-01T15:05:22Z")

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Windows 10, NVidia 3080TI

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**Author:** ![Divvya\_Saxena](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/divvya_saxena/32/6241_2.png) [@Divvya\_Saxena](https://discuss.ai.google.dev/u/Divvya_Saxena)\
**Post date:** [November 2, 2021, 3:41am UTC](https://discuss.ai.google.dev/t/object-detection-error-faster-r-cnn-resnet50-w-gpu/29495/6 "2021-11-02T03:41:42Z")

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Hi @Hank_Arnold , Welcome to the forum. The hyper - link shared by you is not working.

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<div class="post-metadata">

**Author:** ![Hank\_Arnold](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/hank_arnold/32/6402_2.png) [@Hank\_Arnold](https://discuss.ai.google.dev/u/Hank_Arnold)\
**Post date:** [November 2, 2021, 1:58pm UTC](https://discuss.ai.google.dev/t/object-detection-error-faster-r-cnn-resnet50-w-gpu/29495/7 "2021-11-02T13:58:23Z")

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It’s not a hyper-link, its the download link for the pre-trained model from the Tensoflow Model Zoo. If my problem is some sort of a version or interface problem, that link is what’s going to have to change.

Thanks for responding