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yebigithub/README.md

Hi there 👋

My name is Ye Bi.

  • 📊 I recently defended my Ph.D. dissertation in the School of Animal Sciences at Virginia Tech and expect to graduate in December 2024.
  • 🌟 My research interests focus on incorporating artificial intelligence 🤖, computer vision 👁️, statistics 📈, phenomics 🔬, and genetics 🧬 to study animal 🐮🐷 and plant 🌱🌾sciences.
  • 📫 Know more about me: My personal website.

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  1. CV4PigBW CV4PigBW Public

    Industry-scale prediction of video-derived pig body weight using efficient convolutional neural networks and vision transformers

    Jupyter Notebook

  2. GBLUP4Met GBLUP4Met Public

    Role of genomics on regulating rice grain metabolic variability under warmer nights: A statistical and image-based deep learning approach

    R 2

  3. BW_dairy BW_dairy Public

    Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms

    Jupyter Notebook 7 2

  4. VTUNL_Rice VTUNL_Rice Public

    Evaluating metabolic and genomic data for predicting grain traits under high night temperature stress in rice

    R

  5. BLUPF90_usage BLUPF90_usage Public

    How to use BLUPF90 to fit random regression model for genomic prediction and run RRM-GWAS to get p-val for each SNP marker?

    R 1

  6. ARC_cluster ARC_cluster Public

    How to use R, python, tensorflow-keras-gpu, pytorch-cuda on ARC.

    R 2