TannerGilbert/Tensorflow-Lite-Object-Detection-with-the-Tensorflow-Object-Detection-API

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TannerGilbert/Tensorflow-Lite-Object-Detection-with-the-Tensorflow-Object-Detection-API

TannerGilbert

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Run object detection on edge devices using Tensorflow Lite

Tutorials

Code for some of my articles

Jupyter Notebook

Tensorflow-Object-Detection-API-Train-Model

Train a object detection model with the Tensorflow Object Detection API and Tensorflow 2.

Jupyter Notebook

Object-Detection-and-Image-Segmentation-with-Detectron2

Object Detection and Image Segmentation with Detectron2

Jupyter Notebook

Tensorflow-Object-Detection-with-Tensorflow-2.0

Use the Tensorflow Object Detection API with Tensorflow 2

Detectron2-Train-a-Instance-Segmentation-Model

Learn how to train a custom instance segmentation model with Detectron2

Jupyter Notebook

Tensorflow-Object-Detection-API-train-custom-Mask-R-CNN-model

Train a Mask R-CNN model with the Tensorflow Object Detection API

Jupyter Notebook

Machine-Learning-Explained

Learn the theory, math and code behind different machine learning algorithms and techniques.

MaskRCNN-Object-Detection-and-Segmentation

Train your own custom MaskRCNN Object Detection and Instance Segmentation model.

Jupyter Notebook

Tensorflow-2-Object-Counting

Cumulative object counting with Tensorflow 2

Model-Interpretation

Overview of different model interpretability libraries.

Jupyter Notebook

Computer-Vision-Synthetic-Data-Generation

Synthetic data-set generator for Object Detection and Instance Segmentation

TFLite-Object-Detection-with-TFLite-Model-Maker

Custom object detection with the TFLite Model Maker

Jupyter Notebook

Manim-Examples

Examples on how to use Manim

Arduino-Portenta-Examples

Arduino Portenta H7 Examples

Google-Coral-Edge-TPU

Use the Google Coral USB Accelerator for deep learning.

Jupyter Notebook

HackerRank-Solutions

Solutions for Hackerrank problems.

Arduino-Nano-33-BLE-Sense-Code-Collection

Arduino Nano 33 BLE Sense Code Collection

Run-TFLITE-models-on-the-web

Run TFLITE models on the web

YOLO-Tutorials

YOLO Object Detection Tutorials

Jupyter Notebook

Jetson-Nano-Code-Collection

Jetson Nano Code Collection

Jupyter Notebook

Ryze-Tello-Code-Collection

Some example scripts for the Ryze Tello drone

Nuxt-Content-Blog-Starter

Nuxt Content Blog Starter Code

FastAI-Code-Collection

FastAI V2 and V1 Code Examples

Jupyter Notebook

LoRa-Introduction

TannerGilbert

OpenCV-AI-Kit-Code-Collection

OpenCV AI Kit Examples

Jupyter Notebook

Reddit-PennyStock-Scraping

Scraping data from the /r/pennystocks subreddit