Top 11 mobilenet Open-Source Projects
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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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image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
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tensorflow_Realtime_Multi-Person_Pose_Estimation
Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
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ModelZoo.pytorch
Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64š GhostNet1.3x 75.78š
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09Also, Iād suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models
Examples of lightweight models include MobileNet, a computer vision model designed for mobile and embedded vision applications, EfficientDet, an object detection model, and EfficientNet, a CNN that uses compound scaling to enable better performance. All these are lightweight models from Google.
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Index
What are some of the best open-source mobilenet projects? This list will help you:
Project | Stars | |
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1 | segmentation_models | 4,620 |
2 | mmpretrain | 3,180 |
3 | efficientnet | 2,059 |
4 | image-quality-assessment | 2,003 |
5 | node-efficientnet | 251 |
6 | tensorflow_Realtime_Multi-Person_Pose_Estimation | 212 |
7 | ModelZoo.pytorch | 48 |
8 | TensorFlow_Lite_Classification_RPi_zero | 8 |
9 | TFLiteDetection | 3 |
10 | TFLiteClassification | 1 |
11 | TFLitePoseEstimation | 0 |
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