Build your complete Event-Based Machine Learning pipelines with free Metavision® Intelligence Suite
Leveraging the extensive and real-sequence datasets that Prophesee has created over the past four years, use a wide variety of ML tools to guide the development of neural network models, run inference on Event-Based data for object detection and tracking, as well as optical flow estimation and classification – all optimized for Event-Based Vision.
Easily Train your own Event-Based Neural Models with or without Event-based data, thanks to our tailor-made training pipeline and Video to Event simulator.
DOWNLOAD, BUILD, SELL - FOR FREE
Our software toolkit is available on Windows and Ubuntu PC. It is entirely free, without any time constraint. It includes a commercial-grade license, enabling you to design and sell your own Metavision Intelligence-based product, leveraging Prophesee Event-Based Metavision sensing technologies.
MACHINE LEARNING – WORLD’S LARGEST HD EVENT-BASED DATASET
Our model, spotlighted at NeurIPS, outperforms by a large margin feed-forward event-based architectures.
Comparable performance to RetinaNet-50 on 1 Mpx grayscale images, but with a 27% smaller model and superior generalization ability under challenging lightning condition.
25M Bounding Boxes
15H Recording
1MP Resolution
START WITH YOUR EXISTING IMAGE-BASED DATA
Bridge frame-based and event-based worlds with our Video to Event pipeline. Generate synthetic data to augment your dataset, and partially reuse existing references.
Off-the-shelf, ready-to-use Event simulator
EVENT TO VIDEO
Build grayscale images based on events with this neural network. Spare resources by facilitating automatic Event-based data annotation for tasks already solved in Frame-based.
Off-the-shelf, ready-to-use Event to video converter
Leverage existing frame-based neural networks to obtain labels
RUN YOUR DETECTOR
Unlock the potential of Event-Based machine learning, with a set of dedicated tools providing everything you need to start execution of Deep Neural Network (DNN) with events. Leverage our pretrained automotive model written in pytorch, and experiment live detection & tracking using our c++ pipeline. Use our comprehensive python library to design your own networks.
Pretrained network trained on a 15h and 23M labels automotive dataset
Live detection and tracking @100Hz
TRAIN YOUR MODEL
Train your own Object Detection application with our ready-to use training framework. Experiment with multiple pre-built Event-Based Tensor representations, and training network topology suited for event-based Data.
4 pre-built tensor representation
Automated HDF5 dataset generation
Comprehensive training toolbox, including Tailor-made preprocessing, DataLoader, NN architecture, visualization tool and more
PREDICT OPTICAL FLOW
Predict optical flow from Event-Based data leveraging our pretrained Flow Model, customized data loader and collections of loss function and visualization tools to set up your flow inference pipeline.
Self-supervised Flownet architectures
Lightweight model
TRAIN YOUR OPTICAL FLOW MODEL
No ground truth ? Leverage our self-supervised architecture. Train your Optical Flow application with our custom-built FlowNet training framework. Experiment with 4 pre-built Flow Networks tailor-made for your Event-based data.
Comprehensive flow training toolbox, including different network topologies, various loss functions and visualization mode
RUN YOUR CLASSIFIER
Run a live Rock Paper Scissors game with our pre-trained model or run a live classifier with your own event-based recordings.
Off-the-shelf, ready-to-use classifier
TRAIN YOUR CLASSIFICATION MODEL
Train your own object classifier with this tailor-made Event-based training pipeline.
Comprehensive training toolbox, including Tailor-made preprocessing, DataLoader, NN architecture, visualization tool and more
EVALUATE YOUR EVENT-BASED NETWORK
Evaluate your detection performance with our Object Detection KPI toolkit in line with the latest COCO API.
mAP, mAR and their variants included
DOWNLOAD, BUILD, SELL - FOR FREE
Our software toolkit is available on Windows and Ubuntu PC. It is entirely free, without any time constraint. It includes a commercial-grade license, enabling you to design and sell your own Metavision Intelligence-based product, leveraging Prophesee Event-Based Metavision sensing technologies.