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ajithvcoder/README.md

Works with python- Deep Learning

ajithvallabai Google Scholar ajithvallabai ajithvallabai

  • 💬 I like to work on MLOps, Computer Vision. I am actively seeking collaboration opportunities in MLOps projects.

  • 📫 I am currently focusing on developing MLOps projects. If you share the same interest, feel free to reach out to me at inocajith21.5@gmail.com, and let's collaborate on building impactful projects together.

  • 🎥🔥 I have a youtube channel focusing on devops and mlops projects - @ajithvcoder - Kindly subscribe if it aligns with you.

Research paper Implementations

S No Repo Name Status Details
1 DeepMTH Net Compeleted DL model on person attribute recognition
2 Circle-U-Net Completed DL model on image segmentation
3 CAAE-Age-Regression-Progression Completed Age GAN with colab implementation

Knowledge Sharing Contributions

S No Repo Name Status Details
1 Deep Fakes Audio & Video Completed Given a image you can make it speak and provide voice
2 Custom Multiobject Multiinstance Tracking Completed Tracking custom object with colab
3 Pretrained Models to process images and visuvalize layers(keras) Completed Basic DL
4 Planercnn Customimages Completed Tried to train planercnn on custom images
5 Basic Opencv Projects Compelted Basic projects
6 Basic Python3 Projects Completed Basic projects
7 CPP based Computer vision Projects On Hold Basic projects
8 Build Train Deploy 10 AI apps Currently Working Deploying 10 AI apps
9 GAN_Unlocked On Hold GAN works
10 Building Custom loss functions On Hold Study and create custom loss functions
11 Custom Computer Vision Projects 2d Collection On Hold Perfoming custom Computer vision projects
12 Computer Vision Loss function Collection 2d On Hold Collection of loss functions used in 2d Computer Vision

Course Works

S No Repo Name Status Details
1 Extensive Vision AI(EVA) Completed DL & RL Course
2 Extensive Python and Pytorch for AI(EPAi) Completed Python & Pytorch course

ajithvcoder

 ajithvcoder

Pinned

  1. Multivideo_Objectdetection_MLOPS_Project Multivideo_Objectdetection_MLOPS_Project Public

    Multi video offline streaming and Yolov8 object detection with Kafka, torch serve, AWS EC2

    Jupyter Notebook 3 1

  2. Deep_MTH_Net Deep_MTH_Net Public

    Implementation of DeepMTH Net (Deep multi tower head Network) https://dl.acm.org/doi/abs/10.1145/3447450.3447470

    Python 3

  3. Circle-U-Net Circle-U-Net Public

    Implementation of Circle U-Net , https://www.mdpi.com/1999-4893/14/6/159/htm

    Python 2

  4. CAAE-Age_Progression_Regression_Pytorch CAAE-Age_Progression_Regression_Pytorch Public

    Code for Age progression/Regression, http://web.eecs.utk.edu/~zzhang61/docs/papers/2017_CVPR_Age.pdf

    Jupyter Notebook 62 23

  5. Deepfakes_audio_video Deepfakes_audio_video Public

    Contains colab files for making audio and video with deep fakes

    Jupyter Notebook 44 12