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May 13, 2020 - Python
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tfrecord-dataset
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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
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Dec 20, 2022 - Jupyter Notebook
TFRecords reader with Random Access
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Apr 15, 2025 - Python
Create tf-records
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Apr 23, 2023 - Python
A deep learning project for classifying Nepali Sign Language characters using TensorFlow. This project processes sign language images and converts them into TFRecord format for efficient training of neural networks.
computer-vision tensorflow transfer-learning fine-tuning cnn-classification resnet50 mobilenetv2 tfrecord-dataset
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Sep 20, 2025 - Jupyter Notebook
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