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tf-universal-logo-detector-1.0
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@raphael0202 raphael0202 released this 09 Sep 15:20
· 8 commits to master since this release
tf-universal-logo-detector-1.0
fc3c37b

Universal logo detection model: detects generic logos. trained on 2019-12-13. The model detects the following objects:

  • brand (all brand logos)
  • label (remaining logos)

Training and validation data (TFRecords files) can be found in data.zip.
Tensorflow SavedModel files can be found in saved_model.tar.gz, all checkpoints (intermediate and final checkpoint) in checkpoints.tar.gz. Tensorboard event files are also attached.

The model was trained using Tensorflow Object Detection API: https://github.com/tensorflow/models/tree/60bb50675ed7fab3afd05edab02a45acee57532a

Base model: Faster-RCNN ResNet-101 pretrained on COCO dataset: http://download.tensorflow.org/models/object_detection/faster_rcnn_resnet101_coco_2018_01_28.tar.gz

An ONNX export (model.onnx) using opset 13 is also attached.

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