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Pranay Lendave
India
Приєднався 14 лип 2023
Human Activity recognition using Python and Tensorflow (MoViNets)
Welcome to our UA-cam video! In this tutorial, we dive into the exciting realm of video classification using MoViNet models. With their efficiency and lightweight nature, MoViNet models are perfect for real-time and resource-constrained applications.
Our comprehensive guide takes you through the entire process of video classification using MoViNet models. We cover everything from data preparation to model training, evaluation, and even inference on new videos.
To train and test the MoViNet model, we utilize a subset of the UCF101 dataset. This diverse dataset contains a wide range of video clips across multiple action categories, making it ideal for training and evaluating video classification models.
Github link for project: github.com/PranayLendave/video_classification
#HumanActivityRecognition #DeepLearning #MachineLearning #AI #DataScience #ComputerVision #ActivityRecognition #DeepNeuralNetworks #DeepLearningModels #HumanMotionAnalysis #PatternRecognition #DeepLearningAlgorithms #DataAnalysis #Tensorflow #ArtificialIntelligence #DataMining #ActivityClassification #DeepLearningResearch #HumanActivityDetection #DeepNeuralNetworks #AIinAction #VideoClassification #MoViNets #movinets
Our comprehensive guide takes you through the entire process of video classification using MoViNet models. We cover everything from data preparation to model training, evaluation, and even inference on new videos.
To train and test the MoViNet model, we utilize a subset of the UCF101 dataset. This diverse dataset contains a wide range of video clips across multiple action categories, making it ideal for training and evaluating video classification models.
Github link for project: github.com/PranayLendave/video_classification
#HumanActivityRecognition #DeepLearning #MachineLearning #AI #DataScience #ComputerVision #ActivityRecognition #DeepNeuralNetworks #DeepLearningModels #HumanMotionAnalysis #PatternRecognition #DeepLearningAlgorithms #DataAnalysis #Tensorflow #ArtificialIntelligence #DataMining #ActivityClassification #DeepLearningResearch #HumanActivityDetection #DeepNeuralNetworks #AIinAction #VideoClassification #MoViNets #movinets
Переглядів: 6 789
Hi, the video is very interesting, but the voice is low.
hey, thank you so much. please make more videos like this.
heyy thanks
hey hi pranav, can i load this model and build an UI by using streamlit to show the predcition???
Bro how to contact you