Determining increase or decrease in the stock price based on the historical data of the stock price and news related to this stock.
Detects potholes on road surfaces for improving vehicle safety and maintenance.
Detects and recognizes traffic signs in real-time to improve driver assistance systems.
A system that analyzes scenes and detects weather conditions for better decision-making.
Upscaling algorithms for processing 32-layer LiDAR data for better accuracy and performance.
Automating the testing of Android UI components for improving software quality and user experience.
Assembling, environment creation, and fine-tuning for NVIDIA Jetson for AI applications.
A system for detecting anomalies in neural networks and editing input images to correct wrong predictions.
Improving the neural network by adding synthetic data to the training dataset. Identifying weaknesses in a Machine Learning Model.
The purpose of this research is to enhance super-resolution (upscale) quality for characters and numbers in games.
The objective was to streamline the process of editing scripts for testing purposes.
The purpose of this research is to find duplicate tickets in a ticketing system.
Businesses can intervene in early detecting of anomalies from sensors.
There are a huge number of pictures after rendering. Pictures take a long time to upload to services. There are identical pictures among the images. Need to define them across a huge data set.
Assessing the quality of a rendered image using OpenCV.
Develop interactive dashboards where one can access the performance of ML models during training and production with ease.
Converting PyTorch (TensorFlow) models to ONNX for more efficient model inference.
Goal to optimize some processes with machine learning
Converting PyTorch (TensorFlow) models to ONNX for more efficient model inference.
Goal to remove the background from a video.
Goal to detecting activity and classifying the status of a door (open or closed).
Goal: An algorithm for quickly editing the interior of a room from a photo.
Datasets Stream. Computer Vision Stream. NLP Stream.
Based on the history of the stock price and news related to a specific stock, determine the increase or decrease in the price of a particular stock..
Survey of different ML infrastructure building approaches.
Goal is to convert CV models to different formats (ONNX, quantized, TVM compiled) and test them systematically.
Algorithm for merging data sets with data repetition checking.
A face recognition system for driver monitoring and identification to enhance security and personalization.