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AI Grand Challenge — Top 5

with preesha

Defence problem statement — identify and locate an unknown number of emitters from spectral parameters and highly noisy angular data, with a CPU-efficient solution.

BAH 2026: IR Image Colorization

with vanshika

SwinIR super-resolution plus a modified GAN for colorizing infrared satellite imagery.

BAH 2026: Student–Teacher Knowledge Distillation for GAN-Based Cloud Removal

with preesha

Finalist at BAH — student model on indigenous satellite data replicates a privileged teacher using MAE-based ViT pretraining.

Bonsai Graph Distillation

Compress training datasets for GNNs without a significant performance drop.

Gesture Fruit Ninja

Gesture-controlled game using hand and finger tracking.

Dynamic Military Camouflage

Computer vision project with the Indian military on environment-aware camouflage.

MonteCLora

Efficient fine-tuning for LLMs with improved accuracy and robustness.

Physics-Informed Neural Networks

Physics-informed neural nets for modeling and solving differential equations.

Pseudo Atari Game

with shivam

Fresher project — taught an RL agent to play an Atari-style game.

Guide to RNN & LSTM

with har-ashish, dhairya

Papers walking through RNN and LSTM theory and implementations.

Shipathon S4 Movie Character Predictor

with nishant-mathuriya

Word2Vec embeddings over context-based dialogues, classified with a centroid model into six movie-character behaviour types.

Simulated Touch Screen

A low-cost, hardware-light alternative to traditional touchscreens.

Tresswap

Try hairstyles in augmented reality using facial landmark detection.

Vision Hack 2.0

48 hours to build AI-powered computer vision solutions. Innovate. Collaborate. Impact.

YOLOv1 TensorFlow

Built a single-pass structure for image recognition with up to 87% accuracy.