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Tags: image processing* + machine learning* + python*

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1. YOLO Inference with Docker via API

   This article explains how to run inference on a YOLOv8 object detection model using Docker and create a REST API to orchestrate the process. It includes code implementation and a detailed README in the author's GitHub repository for running the API via REST with Docker.

   2024-07-20 Tags: yolo, docker, api, object detection, image processing, python, machine learning by klotz
2. Python: The Best Image Processing Libraries - DEV Community

   2021-12-13 Tags: python, image processing, image recognition, machine learning by klotz
3. Computer vision: Let’s classify mushrooms | by Amal Laouaj Nozieres | Jun, 2021 | Towards Data Science

   2021-06-02 Tags: image processing, classification, mushroom, deep learning, tensorflow by klotz
4. How to Create a Simple Object Detection System with Python and ImageAI | by Ruben Winastwan | Dec, 2020 | Towards Data Science

   2020-12-04 Tags: python, image processing, object recognition, deep learning, imageai by klotz
5. Real-time Object Tracking with TensorFlow, Raspberry Pi, and Pan-Tilt HAT | by Leigh Johnson | Towards Data Science

   2020-11-25 Tags: raspberry pi, image processing, vision, object tracking, tensorflow, hardware, hacks, machine learning, camera, pan_tilt by klotz
6. [keras.io] Image classification from scratch.ipynb - Colaboratory

   2020-04-29 Tags: image processing, classification, deep learning, training, keras, google collab, tutorial, python by klotz
7. Denoising autoencoders with Keras, TensorFlow, and Deep Learning - PyImageSearch

   2020-02-24 Tags: autoencoder, keras, tensorflow, denoise, image processing by klotz
8. Autoencoders for Image Reconstruction in Python and Keras

   2019-10-12 Tags: autoencoder, machine learning, image processing, compression, representation, tutorial, python by klotz
9. Democratizing Deep Computer Vision for Once and for All — TensorCam

   2018-10-28 Tags: vision, image processing, tensorflow by klotz
10. How to Retrain an Image Classifier for New Categories  |  TensorFlow Hub  |  TensorFlow

    2018-10-24 Tags: tensorflow, deep learning, cnn, image processing, classification, transfer learning by klotz

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