Playing first-person shooter games with webcam and #DeepLearning (Tensorflow #ObjectDetection)

Find out how you can use an object detection model to control and play any first-person shooter game with your computer's webcam. Links to the code below.

Full Video: https://lnkd.in/eBq7z4r

Blog: https://lnkd.in/eekrqWk

Code: https://lnkd.in/ekhwwiJ

Subscribe: youtube.com/c/DeepGamingAI

@AI_Python
🗣 @AI_Python_arXiv
✴️ @AI_Python_EN

Playing first-person shooter games with webcam and #DeepLearning (Tensorflow #ObjectDetection)

Find out how you can use an object detection model to control and play any first-person shooter game with your computer's webcam. Links to the code below.

Full Video: https://lnkd.in/eBq7z4r

Blog: https://lnkd.in/eekrqWk

Code: https://lnkd.in/ekhwwiJ

Subscribe: youtube.com/c/DeepGamingAI

@AI_Python
🗣 @AI_Python_arXiv
✴️ @AI_Python_EN

A paper list of object detection using deep learning

GitHub: https://lnkd.in/e8USQmc

#deeplearning #machinelearning #objectdetection


✴️ @AI_Python_EN
❇️ @AI_Python
🗣 @AI_Python_Arxiv

Google's Open Images V4 is a publicly available dataset that contains 15.4M annotated bounding boxes for over 600 object categories. It has 1.9M images and is largest among all existing public image datasets with object location annotations.

We share a tutorial with a script for a fast downloader that allows you to filter and download images based on various classes and categories of your interest.

https://lnkd.in/gspXR6K

If you find this tool useful, please share.

#computervision #machinelearning #ai #training #objectdetection #deeplearning

✴️ @AI_Python_EN
❇️ @AI_Python
🗣 @AI_Python_arXiv

Here are 4 awesome articles to learn #ObjectDetection from scratch:

• Understanding and Building an Object Detection Model from Scratch in #Python - https://bit.ly/2ErXMVK

• Part 1: A Step-by-Step Introduction to the Basic Object Detection #Algorithms - https://bit.ly/2V4nqp8

• Part 2: A Practical Implementation of the Faster R-CNN Algorithm for Object Detection - https://bit.ly/2Ugrjdx

• Part 3: A Practical Guide to Object Detection using the Popular YOLO Framework - https://bit.ly/2uq7n9y

✴️ @AI_Python_EN

Precise Detection in Densely Packed Scenes

Goldman et al.: https://lnkd.in/eqsrD3p

Code and dataset: https://lnkd.in/eN_qXvj

#ObjectDetection #DeepLearning #MachineLearning

✴️ @AI_Python_EN

Despite attempts at standardisation of DL libraries, there are only a few that integrate classification, segmentation, GAN's and detection. And everything is in #PyTorch :)

https://lnkd.in/eTsqKWZ

#ai #objectdetection #machinelearning #gpu #classification #dl

✴️ @AI_Python_EN

A Step-by-Step Introduction to Object Detection Algorithms (10 pages) - Pulkit Sharma

#machinelearning #artificialintelligence #datascience #ml #ai #deeplearning #objectdetection

✴️ @AI_Python_EN

How to Perform Object Detection With YOLOv3 in Keras

https://machinelearningmastery.com/how-to-perform-object-detection-with-yolov3-in-keras/

#ObjectDetection

✴️ @AI_Python_EN