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Dickson Neoh (@dnth)

dnth

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Location 🇲🇾 Malaysia
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138

yolov5-deepsparse-blogpost

By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot quantization. Export the sparsified model and run it using the DeepSparse engine at insane speeds. P/S: The end result - YOLOv5 on CPU at 180+ FPS using on

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timm-flutter-pytorch-lite-blogpost

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

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behavior-dataset

Dataset for behavior recognition on NAO

yolov5-torchscript-flutter-blogpost

YOLOv5 real time inference on Android with Torchscript and Flutter

huggingface-timm-mobile-blogpost

Bringing High-Quality Image Models to Mobile: Hugging Face TIMM Meets Android & iOS

postgresql-multimodal-retrieval

Multimodal retrieval using Vision Language Model with PostgreSQL database.

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fastdup-manage-clean-curate-blogpost

Find duplicate and anomalies in your dataset. Identify wrong/confusing labels in your dataset. Uncover data leak in your dataset.

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mafat-fastdup-blogpost

Data insights from the MAFAT Satellite Vision challenge.

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cvat-gradio

Load CVAT datasets into Gradio

clean-up-digital-life-fastdup-blogpost

Eliminate duplicates, blurry, dark, bright and broken images with fastdup and Python.

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satellite-image-deep-learning-course

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PhD

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design-patterns-in-python

My practice to implement design patterns in Python

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webdemo-fridge-detection

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dnth.github.io

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zenml-optuna

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dnth

microalgae-cell-counter-blogpost

Accompanying repo for the blogpost Modelling a Microalgae Cell Counter with Deep Learning on dicksonneoh.com

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