Sachin Pal's Projects
Convert your foursquare checkins to something useful
The most commonly used pre-trained models (VGG, Xception, Inception, and ResNet) are fine-tuned and trained on the image dataset to evaluate the accuracy.
This is a simple Python program to cartoonify the sample image using a computer vision library called openCV.
A simple text-utility project is made using react js that will help you to manipulate your text.
A Python program to copy the entire directory or a single file to the another path.
A fully functional contact form for your blog where you'll get an email whenever users send a message and will be saved in DB dynamically.
This Flask webapp is all about predicting the hand sign digit images based on the deep learning model trained using transfer learning.
A Flask app which uses SQLite database to store the user provided data via the form and display it on the homepage of the application.
Augmenting the image data using Keras. A utility class ImageDataGenerator from Keras is used and performed different augmenting techniques. Computer vision library OpenCV is also used.
This deep learning model is trained for recognizing and predicting the images of hand sign digit. The model is trained using the transfer learning technique and the deep learning library used is TensorFlow(Keras).
A Flask app to check who is your Internet Service Provider (ISP) and not only that, you can check your IP address, geolocation of ISP, country of operation and much more.
Studying the impact of learning rate on a multi-class classification problem using Scikit Learn and Keras. Following that studied the impact of momentum on the neural networks. In the end, various optimizers are tested that use stochastic gradient descent with adaptive learning rates to find out which works well with the model.
LinkEx - A FastAPI based python code has API endpoints to extract the hyperlinks from the specified URL.
The KNN model is evaluated on the sklearn's breast cancer dataset to check if the accuracy of the model is impacted when the features of the dataset is standardized (scaled) using StandardScaler.
Access to some projects which is for beginners who started learning python.
A Python script for creating a database, collection, and attributes and then adding data to the database on the Appwrite cloud using Appwrite's Python package named appwrite
A simple web app to visualize covid-19 data from India.
Will talk to you on my behalf!! :chart:
A simple text-utility project is made using react js that will help you to manipulate your text.