Panchadip-128

Pinned Repositories

• LLM_Copilot_Extension

  A Copilot chatbot based on Llama 70B and 300 series model for powerful code analysis, processing and generation

  Language:JavaScript10

• Generating-3D-Designs-with-AI

  This project implements a Generative Adversarial Network (GAN) to generate 3D voxel-based structures. By training a generator to produce synthetic voxel data and a discriminator to differentiate between real and generated data, the model learns to create realistic 3D voxel structures. The GAN can be applied for data augmentation or generating novel

  Language:Jupyter Notebook10

• Text_to_image_conversion_tool

  A Text to Image Conversion tool based on Diffusers model that takes input prompts from clients and generates images accurately based on prompt description

  Language:Jupyter Notebook00

• Pokedex-Complete-Pokemon-Web-App-Database---In-progress-

  A database of all Pokemon Species with thier description such as habitat, type, species and evolution ; maintaining a complete record of each species of Pokemon within the database.

  Language:JavaScript00

• Image_Captioning_Application

  This project showcases the use of the BLIP (Bootstrapping Language-Image Pre-training) model from Salesforce for image captioning, integrated into a Streamlit web application. BLIP leverages advanced transformer architectures to generate descriptive captions for images, providing both conditional and unconditional captioning capabilities.

  Language:Jupyter Notebook00

• SMS-Classifier--Spam-Detection-Model-

  The SMS Spam Detector model uses machine learning to detect spam messages. It preprocesses the dataset and explores its characteristics by handling encoding, removing duplicates and performing EDA After comparing algorithms like Naive Bayes and SVM, the Voting Classifier emerges as the best performer, achieving 92.16% accuracy and 94.17% precision

  Language:Python00

• AI_Industrial_Inspection_System

  AI-based autonomous system that uses computer vision and deep learning to detect faults in industrial machinery or pipelines using drones or robotic systems. Incorporating reinforcement learning for navigation, use advanced object detection models (like YOLOv8 or Mask R-CNN), and implement real-time anomaly detection Application: Autonomous monito

  10

• DenoiseNet-An-Autoencoder-for-Image-Denoising

  DenoiseNet is a powerful image processing project that utilizes a convolutional autoencoder to effectively remove noise from images, enhancing their quality and visual appeal. This project focuses on training a deep learning model to reconstruct clean images from their noisy counterparts, demonstrating the practical applications of neural networks

  Language:Jupyter Notebook10

• Drone-Navigation-using-Reinforcement-Learning-

  Drone Navigator is an advanced software solution designed to empower autonomous drones with the capability to navigate complex environments efficiently and safely using Reinforcement Learning (RL) techniques.

  Language:Jupyter Notebook10

• Gesture-Based-Virtual-Keyboard

  This project implements a gesture-based virtual keyboard using computer vision techniques. By utilizing a webcam and hand tracking, users can type by simply tapping on virtual keys displayed on their screen. The application leverages MediaPipe for hand detection and OpenCV for real-time video processing. Users can input letters, spaces, and delete

  Language:Jupyter Notebook10

Panchadip-128's Repositories