Jeremy Watt's repositories
machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
yolo-diffusion
Demo of stable diffusion 2.0 applied to Yolo8 detected / segmented objects
bleep_that_sht
Make someone sound naughty - bleep out words of your choice leveraging a transcription AI model
ocr_preprocessing
Learn about and explore necessary pre-processing steps that make Optical Character Recognition (ocr) work properly in practice.
youtube_thumbnail_downloader
Simple setup for fetching thumbnails from youtube / shorts videos
aws_easy_mfa
aws_easy_mfa is a simple wrapper for AWS's boto3 that makes it much simpler to use with MFA.
Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
meme_search
Index your memes by their content and text, making them easily retrievable for your meme warfare pleasures.
ocr_model_comparisons
Compare and contrast detection and transformer based approaches to ocr.
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
quick_batch
ultra simple command line tool for docker-scaling batch processing
reddit_scraper
Scrape reddit using grequests, schedule, dash, and sqlite.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
youtube_downloader
A simple youtube / shorts video downloader app
youtube_shorts_transcript_downloader
Download transcripts for Youtube Shorts by dragging and dropping a text file containing valid Youtube Shorts urls into a simple streamlit app.