Multi-cloud and bare metal workflow automation for AI
Onepanel automates AI infrastructure and workflows, making it easy for AI teams to collaborate globally and deploy production-ready solutions.
Kubernetes, GPUs, Pytorch, FastAI, Python, Keras, Node-RED, CVAT
This is an implementation of Mask R-CNN on Python 3, Keras, and TensorFlow. The model generates bounding boxes and segmentation masks for each instance of an object in the image. It's based on Feature Pyramid Network (FPN) and a ResNet101 backbone.
CNN for computing a depth map given a single image . A standard encoder-decoder architecture, leveraging features extractedpre-trained networks when initializing encoder along with augmentation and training strategies leads to accurate results.
CVAT - GPU optimized Annotation Demo
CVAT is free, online, interactive video and image annotation tool for computer vision. It is being used by our team to annotate million of objects with different properties. Many UI and UX decisions are based on feedbacks from professional data annotation team.