Ecosyste.ms: Awesome
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Projects in Awesome Lists by Amir-Tav
A curated list of projects in awesome lists by Amir-Tav .
https://github.com/amir-tav/transfer-learning-with-resnet_50
how to implement Transfer Learning using the pre-trained ResNet50 model to classify different types of flowers
jupyter-notebook keras-tensorflow machine-learning python3 tensorflow transfer-learning
Last synced: 28 Nov 2024
https://github.com/amir-tav/nlp-sentiment-analysis-
Sentiment analysis using NLP techniques on Amazon product reviews. It covers text pre-processing, visualization, and basic sentiment classification.
amazonreviews data-science machine-learning nlp python pytorch sentiment-analysis
Last synced: 28 Nov 2024
https://github.com/amir-tav/deep-face-detection
Here, I developed a neural network that’s all about spotting faces, whether in images or real-time video streams. Using a VGG16-based model, this project combines deep learning and some fancy bounding-box tricks to locate faces with accuracy
labelme-json matplotlib python tensorflow2
Last synced: 28 Nov 2024
https://github.com/amir-tav/time-series-energy-consumption-
This project uses XGBoost to predict hourly energy consumption based on historical data, leveraging time-based features like hour, day of week, and month.
feature-engineering forecasting machine-learning python regression time-series xgboost
Last synced: 28 Nov 2024
https://github.com/amir-tav/primitive-nn
How to build a simple neural network from scratch using Numpy and linear algebra without relying on high-level libraries like TensorFlow or Keras.
backpropagation gradientdescent linear-algebra machine-learning mnist-dataset neural-network
Last synced: 28 Nov 2024
https://github.com/amir-tav/ml-code-challenges
This is a repository that addresses the challenges provided by "ML Code Challenges" website!
Last synced: 28 Nov 2024
https://github.com/amir-tav/perseus-syn-flood-detection
comparison of different machine learning models such as GB, XGB and NN to see which performs better at real time SYN flood detection
dos kera neural-networks python syn-flood-attack tensorflow xgb xgboost
Last synced: 28 Nov 2024
https://github.com/amir-tav/gann-with-tensorflow
How to build, train, and evaluate a Generative Adversarial Network (GAN) for generating fashion images. The project covers all essential steps, from model building to training and evaluation.
gann ju kera neural-network py sequential-models tensorflow tfd
Last synced: 22 Dec 2024