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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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ratulKabir/README.md

👋 Hi, I'm Raihan Kabir Ratul

I'm an AI Engineer passionate about solving real-world problems with AI. Here are some of the projects I've worked on recently:

🎯 Creating custom LeRobot data from Carla data and training using Smolvla

Creating the LeRobot dataset using monocular camera images and ground truth measurements, and training SmolVLA on the created dataset.

Result:
Demo

🎯 Vision-Language Model Case Study

A study on using vision-language models for understanding traffic scenarios in autonomous driving. This project explores direction prediction from multimodal inputs.

Result:
VLM Output

🚗 Reinforcement Learning in CARLA

Trained an RL agent in the CARLA simulator to navigate realistic driving environments. Focused on behavior learning from traffic scenarios.

Result:
CARLA RL Result

🔍 Natural Language to SQL

Built a pipeline that translates natural language questions into SQL queries. Useful for making databases accessible to non-technical users.

Result:
SQL Output

📦 Custom Object Detection with Darkflow

Trained a YOLOv2 model using Darkflow for detecting custom objects in video streams. Great for rapid prototyping of object detection systems.

Result:
YOLO Detection

🔗 Check out my other repositories for more work, or connect with me on LinkedIn!

Popular repositories Loading

  1. Custom-Object-Detection-using-Darkflow Custom-Object-Detection-using-Darkflow Public

    Make custom objects dataset and detect them using darkflow. Darkflow is a tensorflow translation of Darknet.

    Jupyter Notebook 22 7

  2. ratulKabir.github.io ratulKabir.github.io Public

    CSS 1 1

  3. Classification-of-the-102-Category-Flowers-Dataset Classification-of-the-102-Category-Flowers-Dataset Public

    Jupyter Notebook 1 1

  4. ddsp ddsp Public

    Forked from magenta/ddsp

    DDSP: Differentiable Digital Signal Processing

    Python 1

  5. VoxelDNN_v2 VoxelDNN_v2 Public

    Forked from dattnguyenx/VoxelDNN_v2

    Tensorflow implementation of the paper "Lossless Coding of Point Cloud Geometry using aDeep Generative Model"

    Python 1

  6. natural_languge2SQL natural_languge2SQL Public

    Generate SQL queries from Natural Language

    Python 1