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Hi I'm Dickson and I'm create free computer vision contents focusing on edge inference optimization.
Featured work
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dnth/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 qua…
Jupyter Notebook 55 -
dnth/supercharge-your-pytorch-image-models-blogpost
Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations
Jupyter Notebook 21 -
dnth/x.infer
Framework agnostic computer vision inference. Run 1000+ models by changing only one line of code. Supports models from transformers, timm, ultralytics, vllm, ollama and your custom model.
Jupyter Notebook 128