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Irtaza's Projects

awaami icon awaami

Bridging the gap between Local governments and the general public for better service delivery and accountabiliy

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

friends-gen-lstm icon friends-gen-lstm

An LSTM network, to generate dialogues from the character's of popular T.V show F.R.I.E.N.D.S.. Example includes partially trained model that generates text like Ross Geller

hummingbird icon hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

jarvis-sphinx4 icon jarvis-sphinx4

Speech based background service, to open apps. based on cmusphinx-4

keras_model_compression icon keras_model_compression

Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

neural-style icon neural-style

Neural style in TensorFlow! • http://www.anishathalye.com/2015/12/19/an-ai-that-can-mimic-any-artist/ • https://git.io/style

pakwheels-crawler-scraper icon pakwheels-crawler-scraper

A simple Python Crawler for Pakwheels, downloads full resolution advertisement images with model-year-make.jp as

pix2pix-keras icon pix2pix-keras

Image-to-Image Translation with Conditional Adversarial Networks (Pix2pix) implementation in keras

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

serving icon serving

A flexible, high-performance serving system for machine learning models

sort icon sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

tensorflow_server icon tensorflow_server

REST API for serving deep learning models through SaaS Tensorflow Serving, v0.6

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