waymo-open-dataset
eCAL
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waymo-open-dataset | eCAL | |
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7 | 11 | |
2,530 | 1 | |
2.8% | - | |
5.1 | 9.2 | |
17 days ago | almost 2 years ago | |
Python | C++ | |
GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
waymo-open-dataset
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Update from Waymo spokesperson on the dog that was killed by a Waymo ADV
Interesting point about the Waymo dataset, though this reply suggests they have higher framerates and just don't release them.
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Tesla Full Self-Driving data looks awful: We challenge Elon Musk to prove otherwise
Here's the full list of collisions and disengagements from the California DMV, as well as last year's full safety report from Waymo. Here are Waymo's white papers on readiness determinations, real-world collision analysis, collision avoidance, and simulated reconstructions, just to name a few. Portions of their raw data have also been made available to the community through the Waymo Open Dataset.
- Xpeng P5 LIDAR repair price revealed: 9,000 yuan (US $1332)
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Waymo Open Dataset : No label found?
According to the dataset.proto file for range_image_compressed, the last channel should give an output whether a lidar point is in no label zone or not.
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Parsing dictionary from string outputted by Waymo Open Dataset Library
See https://github.com/waymo-research/waymo-open-dataset for more info.
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Waymo challenge
First, if you haven't already, we encourage to check here to see if your questions have already been answered: https://github.com/waymo-research/waymo-open-dataset/issues
- We’re upgrading all NNs to surround video - Elon
eCAL
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eCAL ipc framework
New version (5.94) of the high performance interprocess / interhost communication framework eCAL is available. eCAL supports different transport layer like shared memory for interprocess and udp multicast for interhost communication. It does not force the user to use a specific serialization format but supports some of the standards like google protobuf, capnproto or flatbuffers. The API is wrapped to C, C++, Python, C#, Rust and Go (the last two I never tested ;-)). Here you can find all the documentation. Check out the great applications for monitoring, record and replay. eCAL is Apache 2 licensed, repository hosted here. Have fun :-)
- eCAL 5.9.4 released
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Should I run ROS on windows, through WSL or on linux with dual boot?
I you just need a fast publish / subscribe framework for windows you can give eCAL a try. The setup is done in less a minute and their is no dependency hell. Just to mention it as alternative. Documentation here
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Google Protobuf vs JSON vs [insert candidate here]
I would concider using eCAL since it blasts everything out of the water in terms of performance and comes with some handy tooling for inspection of messages in-travel.
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eCAL 5.9.0 released
Source on GitHub: https://github.com/continental/ecal
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Sender and Receiver implementations
Check out eCal.
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grpc_bench: open-source, objective gRPC benchmark
This really makes me want to try https://github.com/continental/ecal with https://github.com/google/flatbuffers to see how they compare. I also know that gpc for cpp at least stops functioning by about 4 MB of request size. Which I find stupid. What if I want to send uncompressed bitmaps!
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Announcing Eclipse iceoryx 1.0.0
Congratulations. Well done. eCAL will update as soon as possible to the new release. The new custom header and the n:m pub/sub support are really welcome new features.
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Open source developers that work outside of a full time job, what motivates you?
Here is their counter callback example: https://github.com/continental/ecal/blob/master/samples/cpp/counter/counter_rec_cb/src/counter_rec_cb.cpp
What are some alternatives?
apollo - An open autonomous driving platform
ZeroMQ - ZeroMQ core engine in C++, implements ZMTP/3.1
carla - Open-source simulator for autonomous driving research.
iceoryx - Eclipse iceoryx™ - true zero-copy inter-process-communication
clusterdata - cluster data collected from production clusters in Alibaba for cluster management research
gRPC - The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
cyclonedds - Eclipse Cyclone DDS project
covid-chestxray-dataset - We are building an open database of COVID-19 cases with chest X-ray or CT images.
nanomsg - nanomsg library
jetson - Self-driving AI toy car 🤖🚗.
rpclib - rpclib is a modern C++ msgpack-RPC server and client library