Posts listed under tag: computer_vision
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Python Product Image Editing Tool
Built a simple application through Python, utilizing deep learning techniques to automatically process e-commerce product photos into desired framings and resolutions saving the user from completing the very tedious and time consuming task. -
Object Detection with YOLOv8 for Product Images
Global retail e-commerce sales reached an estimated 5.8 trillion USD in 2023. A major component of retail e-commerce are the products and the product images that showcases these products to the customers. With the number of platforms that sellers can promote their wide inventory of products, tailoring high quality product images for each platform may be a menial task consuming significant man-hours. With the help of YOLOv8 by ultralytics I aim to automate the creation of these product images. -
Python2SD - Generate images from your drawings within an interface
Created an interface using Python for users to draw on, integrating Stable Diffusion for image generation in near real-time. The solution involves sending JSON payloads as API calls to our generative model each time a user adds an element to their drawing. Relevant files can be found in my Github repository.Categories: Misc , Deep learning -
Image Classification with Convolutional Neural Network (CNN)
In this notebook we train classification models to identify the activities and subjects from a smartphone sensor dataset. -
Handwriting Recognition
In this notebook we build and deploy a flask web application to detect and recognise handwritten words from an image.
1 numpy pandas matplotlib seaborn scikit-learn classification statistics nlp fun scipy dimensionality_reduction webscrape tensorflow computer_vision requests html bs4 transfer_learning regression pytorch nltk multiprocessing kaggle generative_ai featured competition transformers statsmodels statsmodel sql recommendation ollama object_detection langchain forecast flask embedding database cv2 automation api tkinter statistics math gradio