Posts by Vara Lakshmi Bayanagari

Image Classification with BEiT, MobileNet, and EfficientNet using ROCm on AMD GPUs

Image classification is a key task in computer vision aiming at “understanding” an entire image. The outcome of an image classifier is a label or a category for the image as a whole, unlike object recognition where the task is to detect and classify multiple objects within an image.

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Panoptic segmentation and instance segmentation with Detectron2 on AMD GPUs

23, May 2024 by Vara Lakshmi Bayanagari.

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Training a Neural Collaborative Filtering (NCF) Recommender on an AMD GPU

30, Apr 2024 by Vara Lakshmi Bayanagari.

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PyTorch C++ Extension on AMD GPU

16, Apr 2024 by Vara Lakshmi Bayanagari.

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Total body segmentation using MONAI Deploy on an AMD GPU

4, Apr 2024 by Vara Lakshmi Bayanagari.

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Two-dimensional images to three-dimensional scene mapping using NeRF on an AMD GPU

7, Feb 2024 by Vara Lakshmi Bayanagari.

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Pre-training BERT using Hugging Face & TensorFlow on an AMD GPU

29, Jan 2024 by Vara Lakshmi Bayanagari.

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Pre-training BERT using Hugging Face & PyTorch on an AMD GPU

26, Jan 2024 by Vara Lakshmi Bayanagari.

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