Overview
OMNO AI is a launchpad for startups and new business initiatives in the field of Artificial Intelligence and Machine Learning. We outsource resources and also provide AI/ML development services for rapid prototyping, MVP and production grade AI/ML applications. Our core expertise is in the development and implementation of data-driven products in Computer Vision, Natural Language Processing, Deep Learning, Reinforcement Learning, and Big Data. We have already led two Computer Vision based AI Products from proto-type phase to full fledged products with over 1000+ deployments with major companies in retail, and have also raised funding rounds for these startups. These products involve tracking, detection, segmentation, post-processing etc. in areas such as person analytics and traffic analytics; and we have pioneered our own solutions in these domains. Our team consists of well-versed AI/ML engineers, DevOps/MLOps executives, and application developers. We have extensive experience in developing production-ready AI/ML solutions for cloud-based platforms and for edge devices (dockerized for Jetson Nano and Jetson Xavier, working at high FPS rates, using tools and technologies such as OpenCV, YOLOV5, TensorRT, ONNX, CoreML, OpenVino and quite a few others). Artificial Intelligence skills: ⠀✓ Supervised/Unsupervised/Semi-Supervised Learning Implementations ⠀✓ Classical Computer Vision Algorithm ⠀✓ Natural Language Processing/Natural Language Understanding ⠀✓ Edge-AI: Edge-Device Optimization, Jetson Nano, Jetson Xavier, Arduino, Raspberry Pi, Neural Compute Stick. ⠀✓ Image Processing and Deep Learning ⠀✓ Fast Neural Networks ⠀✓ Artificial Neural Networks (including DNN, CNN, FCNN, RNN, LSTM, GANs, VAE, etc.) ⠀✓ ML/DL tools: Scikit-Learn, PyTorch, Tensorflow, OpenCV, SciPy, NumPy, OpenVino ⠀✓ Data Manipulation/Visualization Tools: NumPy, Pandas, Matplotlib, Seaborn, NetworkX
Services
Data Analysis & Testing
AI & Machine Learning
Skills
- Artificial Intelligence
- Data Science
- Computer Vision
- Big Data
- Natural Language Generation
- Natural Language Processing
- Data Annotation
- Deep Learning
- Machine Learning
- Reinforcement Learning
- Data Analytics & Visualization Software