ML Empowerment Build Challenge

Devpost hackathon: ML Empowerment Build Challenge. Imported automatically.

Winners

SecureVista3rd OverallStop reviewing footage; prevent the crime. We deploy computer vision to spot anomalies instantly, turning your cameras into a 24/7 active security force. We makFastAPI Flask OpenCV

Advanced NN for Brain Tumor Det. & Classification Using MRIBest Use of Machine LearningAI-powered system for automatic brain tumor detection, segmentation, and classification from MRI scans with explainable results.Flask OpenCV Python
ClinicScribeMOST CREATIVE IDEAClinicScribe turns clinic conversations into SOAP notes, summaries, translations, and dashboards so clinicians spend less time typing and more time caring.Cloudflare JavaScript OpenAI
DocuRec AI — Intelligent Indian Document ProcessingMost Impactful ProjectUpload any blurry scan in any Indian language. In 15 seconds, Gemini AI extracts structured data, detects the language, masks private information, and makes it MongoDB Node.js React
EYE HEART CONNECTIONMost Innovative ProjectMultimodal retinal analysis for cardiovascular risk proxy estimation using bilateral fundus images and age metadataDocker FastAPI OpenCV
MediFairNetBest Overall ProjectMediFairNet: Unbiased, trust-calibrated clinical AI built to erase demographic shortcutting. Enforcing equity & patient safety on 112k chest X-rays via adversarFastAPI Python PyTorch
ML-LabsBest Web AI AppAn Autonomous Research Lab powered by specialized agent swarmsC++Netlify Next.js

Agro-docSustainability AIAI crop doctor for farmers snap a photo of a sick leaf, get an instant disease diagnosis from a fine-tuned ML model, plus a treatment plan in your own language.FastAPI Hugging Face Python
AnemiaLensAI for HealthAnemiaLens helps communities notice possible anemia risk earlier through AI-powered smartphone screening, symptom awareness, and safe next-step guidance.Docker FastAPI OpenCV
DataLensData-Driven InsightsDataLens is an AI-powered dataset auditor. Upload any CSV to detect bias, view instant EDA, check for data leakage, and query your data directly using a floatinDocker FastAPI Groq
FUSIONPILOTAI for EducationCan you keep a simulated fusion plasma alive longer than an AI can? FusionPilot is an educational, browser-playable 0D plasma-control demo with three modes: leaNode.js Python Three.js
LocalPulse - Business InsightsProductivity BoosterLocalPulse helps small shops by scanning Google/Yelp reviews, revealing what customers love or hate so they can fix critical flaws and thrive in this data driveJava Python Streamlit