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Top 23 Vision Open-Source Projects
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PaddleHub
Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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deepdrive
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
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3dmatch-toolbox
3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.
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SAPC-APCA
APCA (Accessible Perceptual Contrast Algorithm) is a new method for predicting contrast for use in emerging web standards (WCAG 3) for determining readability contrast. APCA is derived form the SAPC (S-LUV Advanced Predictive Color) which is an accessibility-oriented color appearance model designed for self-illuminated displays.
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photonvision
PhotonVision is the free, fast, and easy-to-use computer vision solution for the FIRST Robotics Competition.
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conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
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SaaSHub
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Camera and Image Captioning: For taking pictures we will use react-native-vision-camera and for generating captions from the images, react-native-quick-tflite.
The donkey car community is also a good ressource, but based around the Raspberry Pi and a lot more complex: https://www.donkeycar.com/
Project mention: Vector 2.0 crash with error 914/915 on tutorial 06_face_image | /r/AnkiVector | 2023-06-15
Can anyone explain how the OpenKai framework works? Or maybe point me in the right direction? Their GitHub: https://github.com/yankailab/OpenKAI only states a brief introduction of the algorithm. And I unfortunately could not find anything on the web.
Vision related posts
- Caffe | Deep Learning Framework
- Using PhotonVision: easy cameras, hard networking?
- Best way to do camera vision
- Ready to give up on Vuforia/Tensorflow lite.
- API that describes/labels images
- Unique images help - right?
- Webcam in autonomous
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A note from our sponsor - InfluxDB
www.influxdata.com | 20 Apr 2024
Index
What are some of the best open-source Vision projects? This list will help you:
Project | Stars | |
---|---|---|
1 | Caffe | 33,837 |
2 | PaddleHub | 12,501 |
3 | react-native-vision-camera | 6,423 |
4 | iOS 11 by Examples | 3,320 |
5 | donkeycar | 2,980 |
6 | SimpleCV | 2,659 |
7 | NextLevel | 2,147 |
8 | java-docs-samples | 1,708 |
9 | tsdf-fusion-python | 1,087 |
10 | Deep-Learning-Experiments | 1,081 |
11 | OpenFind | 928 |
12 | deepdrive | 872 |
13 | iowncode | 857 |
14 | 3dmatch-toolbox | 798 |
15 | caer | 749 |
16 | vector-python-sdk | 556 |
17 | SAPC-APCA | 398 |
18 | dirt | 310 |
19 | photonvision | 241 |
20 | OpenKAI | 220 |
21 | conformal_classification | 202 |
22 | MLP-Mixer-pytorch | 198 |
23 | nested-transformer | 190 |
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