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amitpant7/README.md

Hi 👋, I'm Amit Pant

I am passionate about Machine Learning, Data Science, and Wonders of the Universe

amitpant7

  • 🔭 I’m currently working on Hardware aware Neural architectural search based on FPGA

  • 🌱 I’m currently learning Deep learning and NLP, React as well as TailwindCSS

  • 👯 I’m looking to collaborate on Anything

  • 🤝 I’m looking for help with implementing neural networks on FPGA

Connect with me:

amit-pant amitpant7

Languages and Tools:

c cplusplus css3 docker flutter git html5 linux matlab opencv pandas python pytorch scikit_learn seaborn tensorflow

amitpant7

 amitpant7

amitpant7

Pinned

  1. FPGA-Vision/FONAS FPGA-Vision/FONAS Public

    FPGA Optimized Neural Architecture Search for Hardware Efficiency through Evolutionary Search

    Jupyter Notebook 2 1

  2. Pulmonary-Classifier Pulmonary-Classifier Public

    Forked from rajinkhatri/Pulmonary-Classifier

    A comparative analysis of different CNN Architectures for Pulmonary Disease Classification: Inception v3 vs. ResNet-50

    Jupyter Notebook

  3. Channel-Pruning-EfficientNetV2 Channel-Pruning-EfficientNetV2 Public

    I pruned 88% of channels of efficientNetV2 using LAMP pruning resulting 14x smaller model, 2.5x faster in inference, 14x fewer parameters & 2.5x fewer MACops. The loss in accuracy was somewhat 2% o…

    Jupyter Notebook 4

  4. Nepali-Celeb-Localized-Face-Dataset Nepali-Celeb-Localized-Face-Dataset Public

    Face images of 49 famous individuals from Nepal, including actors, singers

    Python

  5. Quantizing-Efficientnetv2-using-Vitis-AI-Pytorch Quantizing-Efficientnetv2-using-Vitis-AI-Pytorch Public

    Quantization of efficientnet model that i pruned 81% using Vitis AI and compiling it for deployment on FPAG

    Python 2

  6. Data-Mining-Algorithms Data-Mining-Algorithms Public

    All of my projects from data mining class along with reports