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tfrecord-dataset

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Hemant-Mulchandani / Rubiks-Cube-Face-Detection-Model

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🧮 A deep learning object detection model built using SSD ResNet101 V1 FPN 640x640 🤖 in conjunction with TensorFlow object detection API. Trained on a custom dataset (300+ images) for 10 different labels, the model detects tile colors on Rubik's cube face with 98-100% accuracy 🎯 and only 0.2 total loss.

python3 cudnn cuda-toolkit protobuf3 labelimg tensorflow-object-detection-api tensorflow2 coco-api tfrecord-dataset
  • Updated Dec 20, 2022
  • Jupyter Notebook

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