Deep Learning
Deep learning is a subset of machine learning that uses multilayered neural networks, called deep neural networks, to simulate the complex decision-making power of the human brain. Some form of deep learning powers most of the artificial intelligence (AI) applications in our lives today.
Computer Vision With Audio Aid
Specifically designed for blind people. Gives a description of detectable things in a given image/frame.
Specifically designed for blind people. Gives a description of detectable things in a given image/frame.
Human Activity Recognition
Evaluated various deep learning models (CNN, CNN‑LSTM, LSTM‑CNN, LSTM, CNN‑GRU,GRU‑CNN, GRU), including convolutional, gated recurrent, and long short‑term memory networks, for accurate human activity recognition
Evaluated various deep learning models (CNN, CNN‑LSTM, LSTM‑CNN, LSTM, CNN‑GRU,GRU‑CNN, GRU), including convolutional, gated recurrent, and long short‑term memory networks, for accurate human activity recognition
Gait classification framework based on Ensemble Learning
Ensemble learning on the task of gait recognition using CNN
Ensemble learning on the task of gait recognition using CNN
Audio Denoiser
Engineered an innovative real-time audio denoising system to effectively filter out ambient noise
Engineered an innovative real-time audio denoising system to effectively filter out ambient noise
Graph Neural Network Based Delay Estimation of Large Computer Networks
Utilized graph neural network (GNN) based route estimation using routenet to analyze the impact of node and path interactions on network performance metrics, enabling efficient network design and optimization.
Utilized graph neural network (GNN) based route estimation using routenet to analyze the impact of node and path interactions on network performance metrics, enabling efficient network design and optimization.
User Pipeline
Developed a user AI agent that automates user modifications to AI output, enhancing user experience and streamlining workflows.Conducted thorough analysis of user preferences and modifications to enhance optimal outcomes Seamlessly integrated the workflow onto cloud platforms for enhanced accessibility and collaboration
Developed a user AI agent that automates user modifications to AI output, enhancing user experience and streamlining workflows.Conducted thorough analysis of user preferences and modifications to enhance optimal outcomes Seamlessly integrated the workflow onto cloud platforms for enhanced accessibility and collaboration
Head Pose Detection
Designed and developed a sophisticated model for accurately detecting the pose of a person’s head. Enhanced the model’s predictive capabilities to achieve significant improvements in accuracy and performance
Designed and developed a sophisticated model for accurately detecting the pose of a person’s head. Enhanced the model’s predictive capabilities to achieve significant improvements in accuracy and performance
Optimized Training
Engineered a Robust Training Pipeline to Evaluate User Models Across Optimizers, Loss Functions, and Data Selection
Engineered a Robust Training Pipeline to Evaluate User Models Across Optimizers, Loss Functions, and Data Selection
Image Repainting
Developed a sophisticated repainting solution where one can select an object through prompts (click, text, or mask) and repaint it to the desired color without any shadow or lighting issues.
Developed a sophisticated repainting solution where one can select an object through prompts (click, text, or mask) and repaint it to the desired color without any shadow or lighting issues.
Image Upscaling
Developed a sophisticated image upscaling solution for an optimized AI Based CMS System
Developed a sophisticated image upscaling solution for an optimized AI Based CMS System