Computer Vision

Expertise: Computer Vision

Consulting on Invoice Data Capture Software and ML Implementation

Key Details Automation of related financial document processing operations. Challenge Optimize document workflow with the aid of machine learning Solution Data capture and ML consulting services to map out the way to a custom ML-powered financial solution Technologies and tools Tesseract, Python data science stack Client The Client is a provider of custom software solutions … Read more

Scaling Up a Fitness App with Deep Neural Networks

Key Details Boosted application performance by 19%. Challenge On-Demand Neural Network Development Solution CNNs for Activity Recognition and Error Detection Technologies and tools PyTorch, Keras, Tensorflow, CoreML, OpenCV, ONNX Client The Client is a fitness tech startup. They developed an app for at-home workouts. The main focus of the app is personalized fitness programs and … Read more

Image Analysis to Enhance Ticket Processing Software

Key Details Optimized costs, improved customer satisfaction, and supported compliance with multiple regulations. Challenge AI solution to automate ticket recognition and delays repay claims processing Solution OCR-based model to enable recognition, classification, and analysis of different types of tickets Technologies and tools Open CV, TensorFlow, Google Vision API Client The Client is a large train … Read more

Deep Learning-Based Anti-Counterfeiting Solution

Key Details Unique in its kind deep learning-based model for QR code recognition. Challenge model training for anti-counterfeiting identification Solution deep learning-based model for QR code recognition Technologies and tools TensorFlow, PyTorch, TorchVision, Catalyst, Albumentations, zbar, OpenCV, Scikit Learn, NumPy Client The Client is a scientific and business-oriented organization in Europe. They have developed an … Read more

Pose Estimation for Fitness and Physical Therapy Application

Key Details Improved pose estimation and error detection by 64%. Challenge Develop a state-of-the-art pose estimation model to detect a human posture in a real-time scenario and perform error analysis and repetitions counting Solution Deep learning for accurate human pose estimation and data science algorithms for error detection Technologies and tools PyTorch, CoreML, TFLite, OpenCV, … Read more