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Selfie2Anime with TFLite
An end-to-end tutorial with TensorFlow Lite for Selfie2Anime (U-GAT-IT).
computer-vision generative-adversarial-networks deep-learning tensorflow
End-to-end Object Detection in TensorFlow Lite
This project shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.
object-detection tensorflow tensorflow-lite computer-vision
YOLOv4 With TensorFlow
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite.
object-detection yolo yolov4 yolov4-tiny
How to Serve ML Models with TensorFlow Serving and Docker
In this tutorial, I’m going to show you how to serve ML models using Tensorflow Serving, an efficient, flexible, high-performance serving system for ML ...
machine-learning deep-learning tensorflow tensorflow-lite
Optimizing MobileDet for Mobile Deployments
Learn about the criticalities of effectively optimizing MobileDet object detectors for mobile deployments.
tensorflow-lite object-detection computer-vision edge-ai
How to Create a Cartoonizer with TensorFlow Lite?
An end-to-end tutorial on how to convert to TensorFlow Lite (TFLite) model and deploy it to an Android app for cartoonizing an image captured by camera.
tensorflow-lite computer-vision generative-adversarial-networks code
Tensorflow2 Object Detection Tutorial
In this tutorial, we will be going step by step the complete training process of Tensorflow2 Object Detection.
object-detection computer-vision tensorflow tensorflow-lite
Awesome TFLite
An awesome list of TFLite models with sample apps, model zoo, helpful tools and learning resources from the community.
tensorflow-lite keras tensorflow computer-vision
Meme Classifier Using TFlite and flutter
Meme classifier using fine tuned mobilenet. This app showcases how you can perform low latency realtime classification apps using TFlite
convolutional-neural-networks transfer-learning tensorflow-lite demo
A tale of quantization in TF Lite
Model optimization strategies and quantization techniques to help deploy machine learning models in resource-constrained environments.
quantization tensorflow-lite wandb model-compression
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