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adaptive-traffic-signal-timer

This Adaptive Traffic Signal Timer uses live images from the cameras at traffic junctions for real-time traffic density calculation using YOLO object detection and sets the signal timers accordingly.

af-graph

Source code for the paper "Affinity Fusion Graph-based Framework for Natural Image Segmentation".

airsim

airsim-1

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

airsim-drone-racing-lab

A framework for drone racing research, built on Microsoft AirSim.

airsim-drone-racing-vae-imitation

Code associated with our paper "Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations": https://arxiv.org/abs/1909.06993

airsimtensorflow

A simple example of using Microsoft AirSim to train a TensorFlow neural net on collision avoidance

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

alfred

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

algorithms-collection-python

Collection of Algorithms implemented in Python

anpr

licence plate detection and recognition

arabic-ocr

OCR system for Arabic language that converts images of typed text to machine-encoded text.

autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

awesome-cybersecurity-datasets

A curated list of amazingly awesome Cybersecurity datasets

awesome-rl-for-cybersecurity

A curated list of resources dedicated to reinforcement learning applied to cyber security.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

carnd-vehicle-detection

Vehicle detection using YOLO in Keras runs at 21FPS

cbir-cnn-svm

CBIR with CNN-SVM and Gabor Filter

clustering

collision_detection

An open-source library for collision detection of the bounding boxes (AABB, OBB) useful for robotics applications.

colorsurvey

This repository is for "Image Colorization: A Survey and Dataset" paper

data-cleaning-with-pandas

Jupyter notebooks and datasets for Python data cleaning tutorial

deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_and_machine_learning_projects

This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.

deepresection

Code for neurosurgery resection zone segmentation on T1 MRI.

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

distributed_reinforcement_learning_with_intel-devcloud