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ANI717/README.md
  • Hi, I’m Animesh Bala Ani.
  • I am a backend API developer for ML and AI Models.
  • I’m interested in MLOps, NLP, Generative AI, Computer Vision, Machine Learning. and Deep Learning.
  • How to reach me? Contact me via Linkdin.

(Expertise)

  • Developing NLP, Computer Vision, Machine Learning, Deep Learning Models.
  • Build, test and deploy RESTful API and middleware over ML and AI Models.
  • Developing Robotic Software with ROS.

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  1. ANI717-Robotics ANI717-Robotics Public

    Contains ROS2 packages to run robot car to collect annotated camera images while controlled by Gamepad. Also contains packages to run a robot car autonomously with a trained neural network.

    Roff 5 2

  2. Self-Driving-Computer-Vision-Repository Self-Driving-Computer-Vision-Repository Public

    Computer Vision & Deep Learning Repository for Autonomous Driving of Jetson Nano/Raspberry Pi controlled Miniature Robot Cars. The Deep Learning models are trained to mimic robot car driving contro…

    1 2

  3. Localization-with-UNet-Semantic-Segmentation Localization-with-UNet-Semantic-Segmentation Public

    Car Localization with Semantic Segmentation, using UNet. Dice Score: 0.89, Pixel to Pixel Accuracy: 99.07%.

    Python 1 1

  4. Colorization-with-Pix2Pix-GAN Colorization-with-Pix2Pix-GAN Public

    Colorization of Image with Generative Adversarial Network (Pix2Pix).

    Python 2

  5. Anime_Face_Generation_with_GANs Anime_Face_Generation_with_GANs Public

    Random Anime Face Generation with Generative Adversarial Networks. DCGAN and WGAN-GP are used.

    Python 1

  6. Pneumonia_Detection_Effecientnet_B7 Pneumonia_Detection_Effecientnet_B7 Public

    Pneumonia Detection in Chest X-ray Image with EfficientNet-B7. Accuracy = 87.98%, Precision = 100%, Recall = 83.87%, F1 Score = 91.23.

    Python