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OpenAI Whisper, GPT3, Codex &  DALL-E 2 Hackathon

Impact

Codex

OpenAI

GPT-3

DALL-E-2

Whisper

Bibliotopia

Our project is an AI-driven mini learning path tool designed to guide users through a personalized educational journey. By allowing users to input a topic of interest, the tool generates a structured, step-by-step learning plan tailored to their goals, current knowledge level, and pace. It curates the most relevant resources—videos, articles, courses—and organizes them into a coherent path, ensuring that users stay on track and make consistent progress. Whether you're a beginner diving into a new subject or someone looking to deepen your expertise, our platform adapts to your learning style and helps you grow efficiently and confidently.


An AI-powered tool that helps users build personalized learning paths based on selected topics, providing structured, goal-oriented study plans tailored to individual learning needs.

NeuraNova

OpenAI is an AI research and deployment company

The AI/ML API provides advanced features like text completion, image inference, speech-to-text, and text-to-speech with seamless integration and secure API key management.

AI/ML API

ThinkForge

The Resume Builder App is an AI-powered web application developed using Next.js 15 and integrated with the GROQ API to automate the process of creating professional resumes. Users input basic personal and career information, and the GROQ API intelligently generates well-structured, visually appealing resumes using natural language generation and formatting capabilities.

Key Features:

🔹 User-friendly form for personal, educational, and professional details

🔹 Real-time resume generation using GROQ LLM

🔹 Downloadable PDF export

🔹 Multiple resume templates and customization options

🔹 Mobile-responsive and SEO-optimized design

🔹 Fast rendering with the latest Next.js 15 App Router and React Server Components

Ideal for students, job seekers, and professionals, this app simplifies resume creation with AI—eliminating the hassle of manual formatting while ensuring high-quality results.

A dynamic Resume Builder web app powered by the GROQ API and built using Next.js 15, enabling users to generate personalized, professional resumes instantly through AI-driven prompts.

Deadly Developers

Groq, Inc., founded in 2016, delivers AI acceleration technologies, offering scalable, efficient solutions for high-speed, reliable AI applications globally.

Groq

Resumate

Blood tests are one of the most common tools in healthcare, yet most people struggle to interpret their results without a medical background. Lab reports are often complex, filled with medical jargon and unclear thresholds, leaving users uncertain about their health status or next steps.

BloodWise solves this by turning raw blood analysis data into meaningful, easy-to-understand insights. Users simply upload their test results, and our app automatically extracts key parameters like glucose, cholesterol, hemoglobin, and liver enzymes. It then evaluates whether each value is within a healthy range and generates personalized feedback using GPT-4o.

The app provides:

Simple, conversational explanations of each parameter.

Color-coded evaluations: optimal, slightly off, or concerning.

Actionable lifestyle, dietary, and medical suggestions.

Target audience: health-conscious individuals, patients tracking chronic conditions, or anyone curious about their bloodwork.
Unique feature: It combines automation and generative AI to educate users and promote preventive health without replacing professional advice.

BloodWise is a web app that analyzes your blood test results and provides clear, AI-generated explanations and personalized recommendations to improve your health.

Cachopo

The GPT-4o family is a multimodal model series for efficient text, image, and audio processing.

GPT 4o

BloodWise  AI Insights from Your Blood Test

Anora - pioneering the next generation of visual content creation with our intuitive, node-based creative platform that democratizes professional-quality content generation for businesses and creators.

The Market Opportunity
In today's digital-first economy, visual content has become the currency of engagement. Companies spend over $350 billion annually on digital content creation, with SMBs and creators struggling to keep pace with the demand for fresh, high-quality visuals. Anora directly addresses this $100B+ untapped market segment with an AI-powered solution that reduces production costs by up to 80% while dramatically accelerating time-to-market.

Our Differentiated Solution
Anora's proprietary flow-based interface revolutionizes the creation process through:
- Intuitive Node Architecture: Our visual workflow system allows users to connect functional components (image inputs, AI transformers, style transfers) in logical sequences, making complex creative tasks accessible to non-designers.
- State-of-the-Art AI Integration: We've built deep integrations with cutting-edge generative AI models, allowing users to transform concepts into stunning visuals with natural language prompts.
- Purpose-Built Templates: Our template library includes optimized workflows for product marketing, social media content, e-commerce assets, and creative projects, enabling instant productivity.
- Multi-Modal Input System: Users can seamlessly incorporate webcam captures, gallery images, text prompts, and real-time modifications within a unified creative environment.

Business Model Go-To Market
Anora employs a tiered SaaS model:
- Freemium entry tier for individual creators
- Professional tier ($29/month) for independent professionals
- Team tier ($99/month) for small businesses
- Enterprise solutions with custom pricing for larger organizations
Our projected ARR is $4.5M by EOY 2026, with a clear path to $20M+ by 2028 based on current conversion metrics and expansion opportunities.

Anora - An infinite canvas for your infinite creativity.

xyflow

Anora

Here is a **long description** for your project idea: **Solar Panel Monitoring System with Drone Simulation, CNN-Based Defect Detection, and YOLOv9 Dataset Integration via Web Interface**.

---

## 🌞 Long Description: Solar Panel Monitoring with AI and Drones

This project presents a simulated **intelligent solar panel monitoring system** that integrates **drone-based inspection**, **deep learning-based defect detection**, and a **web-based visualization interface**. The goal is to demonstrate how modern AI techniques can automate and enhance the monitoring of solar panel infrastructure to ensure optimal performance and early fault detection.

---

### 🚁 1. Drone Simulation and Image Capture

The system includes a simulated **DroneAPI** which emulates:
- **Takeoff and landing operations**
- **Autonomous navigation** to predefined solar panel locations
- **Capture of RGB images** representing visual data
- **Capture of thermal images** mimicking heat distribution across panels

This simulation framework can easily be adapted to real drone APIs such as DJI or Parrot for real-world deployment.

---

### 🧠 2. Defect Detection using Deep Learning (CNN)

To analyze the condition of the solar panels:
- A **Convolutional Neural Network (CNN)** is used to classify RGB images into **three categories**:
  - `Normal`
  - `Crack`
  - `Dirt`

The CNN is designed to be lightweight and fast, ideal for real-time edge deployment or drone-based processing.

Thermal images are further analyzed for **hot spots**, which may indicate malfunctioning cells or overheating, using threshold-based anomaly detection.

---

### 📊 3. Automated Report Generation

After inspecting all panels:
- The system generates a visual report using `matplotlib` which includes:
  - A histogram showing the distribution of detected defects
  - A bar chart indicating the number of hot spots per panel
- The report and all captured images are saved in the `static/` folder and can be accessed from the web interfac

detction the solar when damage whith a drone simulate

GenisiusDz

Large language models (LLMs) have transformed the way we approach machine learning and artificial intelligence. These models are incredibly powerful, but their true potential lies in their ability to work in harmony with other sources of data and computation. This library has been developed to assist developers in building applications that combine LLMs with other technologies, allowing them to create truly intelligent and innovative products.

Bibliotopia

ThinkForge

Resumate

BloodWise AI Insights from Your Blood Test

Anora

solat montoring ai with drones

ThinkForge

Resumate

BloodWise AI Insights from Your Blood Test

Anora

solat montoring ai with drones