Rakesh Kumar's repositories
Youtube-Video-Summarizer
Transcribus is a Flask web app that condenses YouTube videos into brief summaries and highlights using YouTube's API and ChatGPT for quick comprehension.
azure-blob-data-viewer
Streamlit app to manage PDF files in Azure Blob Storage: upload, display, and download seamlessly.
cifar-pytorch_model
Train Basic Model on CIFAR10 Dataset - 🎨🖥️ Utilizes CIFAR-10 dataset with 60000 32x32 color images in 10 classes. Demonstrates loading using torchvision and training with pretrained models like ResNet18, AlexNet, VGG16, DenseNet161, and Inception. Notebook available for experimentation.
Covid19-Slot-Checker
💉 CovaxFinder: COVID Vaccination Slot Availability Checker - A convenient tool to check COVID-19 vaccination slot availability across different districts in India.
Earlystoping-torch-keras
PyTorch and TensorFlow-Keras Training - 🧠🛠️ Utilizes CIFAR-10 dataset for PyTorch and MNIST for TensorFlow-Keras. Implements early-stopping to prevent overfitting during training. Provides code snippets for early-stopping implementation in both PyTorch and TensorFlow-Keras.
GPTXCHAT-Bot
GPTXCHAT: ChatGPT Bot - Your AI-Powered Writing and Image Assistant
Imbalanced-classification
Imbalanced Data Classification Repository - 📦🤖 Code for classifying products into categories using deep learning. Divided into dataset creation, model development, and transfer learning sections. Implements TensorFlow for efficient training, tackles imbalanced classes, and includes saved models and one-hot encoded labels.
multi-dimensional-image-modeling
PyTorch Multi-Dimension Model Training - 🖼️ Training models on random multi-dimensional images with labels. Includes datasets of 8D images and supports image classification using pretrained models like ResNet18, VGG16, DenseNet161, and AlexNet. Adjustable for 3D image training.
MultiLanguage-POS
Named Entity Recognition with SpaCy - 🌐📝 Repository for NER using SpaCy's MultiLanguage module. Supports multiple languages.
PictoGen
PictoGen - 🎨✨ Transforms textual descriptions into vibrant visuals effortlessly. Ideal for artists, designers, and creative minds. Features user-friendly design, cutting-edge technology, and GPU optimization for faster processing. Experience your imagination come to life in pixels with PictoGen.