WebNov 13, 2024 · High-Quality Frames(HQF) is collected through the DAVIS240 event camera which can generate both event streams and corresponding frames. It consists of 14 … WebA challenge in evaluating event based video reconstruction is lack of quality ground truth images in existing datasets. To address this, we present a new High Quality Frames (HQF) dataset, containing events and ground truth frames from a DAVIS240C that are well-exposed and minimally motion-blurred.

Reducing the Sim-to-Real Gap for Event Cameras Request PDF - Resea…

WebMar 20, 2024 · datasets. To address this, we present a new High Quality Frames (HQF) dataset, containing events and groundtruth frames from a DAVIS240C that are well … WebA challenge in evaluating event based video reconstruction is lack of quality ground truth images in existing datasets. To address this, we present a new High Quality Frames (HQF) dataset, containing events and ground truth frames from a DAVIS240C that are well-exposed and minimally motion-blurred. We evaluate our method on HQF + several ... simply wardrobes

Reducing the sim-to-real gap for event cameras

WebMar 20, 2024 · datasets. To address this, we present a new High Quality Frames (HQF) dataset, containing events and groundtruth frames from a DAVIS240C that are well-exposed and minimally motion-blurred. We evaluate our method on HQF + several existing major event camera datasets. Submission history From: Timo Stoffregen [view email] WebHQF dataset real-world scenes (RWS) dataset Environment setup Environment Linux CUDA 8.0/9.0 gcc 4.9+ python 2.7+ Dependencies pytorch >=1.0.0 torchvision argparse numpy opencv-python scipy You can create a new Anaconda environment with the above dependencies as follows. WebSep 17, 2024 · First, a novel SSL framework to train artificial neural networks to perform event-based image reconstruction that, with the aid of optical flow, does not require ground truth of any kind and can learn directly on real event data. simplywall yoj