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Mann Saradva's Projects

automatic-number-plate-recognition icon automatic-number-plate-recognition

Automatic Number Plate Recognition (ANPR) is a system capable of reading vehicle number plates without human intervention through the use of high speed image capture with supporting illumination, detection of characters within the images provided, verification of the character sequences as being those from a vehicle license plate, character recognition to convert image to text; so ending up with a set of metadata that identifies an image containing a vehicle license plate and the associated decoded text of that plate.

chainner icon chainner

A node-based image processing GUI aimed at making chaining image processing tasks (especially upscaling done by neural networks) easy, intuitive, and customizable.

deepchecks icon deepchecks

Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

end-to-end-time-series icon end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

facemaskdetection icon facemaskdetection

Face mask detection system which uses deep learning to detect whether a person is wearing a face mask or not.

helmet-detection-yolov4-tiny icon helmet-detection-yolov4-tiny

The AI-based Helmet Detection technology can easily detect people who are without helmets on the road.. It is implemented using Opencv, Python, YOLOv4-tiny .

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

portal icon portal

Portal is the fastest way to load and visualize your deep neural networks on images and videos 🔮

recursive-cnns icon recursive-cnns

Implementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."

sentence-detection icon sentence-detection

The task of sentence boundary detection is to identify sentences within a text. Many natural language processing tasks take a sentence as an input unit, such as part-of-speech tagging, dependency parsing, named entity recognition or machine translation.

tensorflow-yolov4-tflite icon tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

yolo-tiling icon yolo-tiling

Tile (Slice) YOLO Dataset for Small Objects Detection

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