Top 11 mobilenet Open-Source Projects

• segmentation_models

  8 4,620 0.0 Python

  Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

Also, I’d 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

• mmpretrain

  2 3,180 7.8 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

• InfluxDB

  www.influxdata.com featured

  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.

  

• efficientnet

  9 2,059 0.0 Python

  Implementation of EfficientNet model. Keras and TensorFlow Keras.

Project mention: Getting Started with Gemma Models | dev.to | 2024-04-15

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.

• image-quality-assessment

  2 2,003 0.0 Python

  Convolutional Neural Networks to predict the aesthetic and technical quality of images.

  

• node-efficientnet

  133 251 0.0 TypeScript

  tensorflowJS implementation of EfficientNet 🚀

• tensorflow_Realtime_Multi-Person_Pose_Estimation

  1 212 0.0 Jupyter Notebook

  Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

• ModelZoo.pytorch

  1 48 0.0 Python

  Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• TensorFlow_Lite_Classification_RPi_zero

  1 8 10.0 C++

  TensorFlow Lite on a bare Raspberry Pi Zero

Project mention: Raspberry Pi zero image classification | /r/raspberry_pi | 2023-06-24

• TFLiteDetection

  1 3 0.0 Jupyter Notebook

  TensorFlow Lite Object Detection Python Implementation

• TFLiteClassification

  1 1 0.0 Jupyter Notebook

  TensorFlow Lite Image Classification Python Implementation

• TFLitePoseEstimation

  1 0 0.0 Jupyter Notebook

  TensorFlow Lite Pose Estimation Python Implementation

mobilenet related posts

• Raspberry Pi zero image classification

  2 projects | /r/raspberry_pi | 24 Jun 2023

• And so it begins: AI(Midjourney) wins art competition without anyone realising.

  1 project | /r/singularity | 31 Aug 2022

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