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ajithvcoder/README.md

Works with python- Deep Learning

ajithvcoder Google Scholar ajithvcoder ajithvcoder

  • 💬 I like to work on MLOps. 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 [email protected], 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.

Merged Pull Requests in a Repository with 1k+ Stars

Repo Name Pull request
Adalflow #205, #207, #226
Opencv #24574, #25010, #25041
Pytorch #95454 #95692

Note:

Medium blogs

Youtube channel

Research paper Implementations

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

Top Self-Created Projects

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

Course Works - Details

S No Repo Name Status Details
1 Extensive Vision AI(EVA) Completed Deep Learning & Reinforcement Learning
2 Extensive Python and Pytorch for AI(EPAi) Completed Python & PyTorch Programming for AI
3 Extensive Machine Learning Operations(EMLO) In Progress Machine Learning Operations

ajithvcoder

 ajithvcoder

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  1. TSAI-EMLO-4.0 TSAI-EMLO-4.0 Public

    Contains solutoins for assignments and learning notes from Extensive Machine Learning Operations course of The School of AI

    Python 1

  2. 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 2 1

  3. 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

  4. Circle-U-Net Circle-U-Net Public

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

    Python 2

  5. 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 22

  6. Deepfakes_audio_video Deepfakes_audio_video Public

    Contains colab files for making audio and video with deep fakes

    Jupyter Notebook 51 12