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Saif Ullah's Projects

bears_classifiers_fastai icon bears_classifiers_fastai

This is bears classifier in fastai library which is based on pytorch. Dataset is collected using JmdImagescrapper Library. Code is well commented so everything is pretty clear there

hand-written-digit-recognition-torch-js icon hand-written-digit-recognition-torch-js

Canvas in created in HTML5 and JS where digits are written. Machine Learning Model is trained in Pytorch on MNIST dataset to detect hand written digits. Image drawn on the canvas is supplied to the machine learning model deployed in Flask Server, which process the image and do the prediction. The result is again shown on the web page provided by the machine learning model.

jetson-inference icon jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

sentiment_analysis_hugging_face icon sentiment_analysis_hugging_face

This notebook is doing sentiment analysis on the reviews scraped form yelp and on the tweets scraped from the twitter without using twitter API. This will give you a basic hands-on experience of the data-scraping from different websites multiple-pages, pre-process it to perform sentiment analysis on the reviews and tweets using the pre-trained models from hugging-face. If this helps you in anyway, give this a star as a token of appreciation

text_summarizer_hugging_face icon text_summarizer_hugging_face

Step by step method is shown on how to summarize pdf book/file of any size or pages, summary is found out and saved in pdf at a specified location.

yolov5-anpr icon yolov5-anpr

Automatic Number Plate Recognition (ANPR) is a two step process. First the number plate is detected. After detection, that specific region is cropped which is then passed through the OCR which extract all the characters. We can use that extracted data for different purpose like storing it in a database or sending it to dashboard etc.

yolov8-object-tracking icon yolov8-object-tracking

The YOLOv8 Object Tracking repository is a comprehensive solution for real-time object detection and tracking using the YOLO (You Only Look Once) architecture. This project combines the power of YOLOv8 for object detection with efficient object tracking algorithms.

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