Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Projects in Awesome Lists by priyankkalgaonkar

A curated list of projects in awesome lists by priyankkalgaonkar .

https://github.com/priyankkalgaonkar/image-classification-with-condensenext-for-arm-based-computing-platforms

In this paper, we demonstrate the implementation of our ultra-efficient deep convolutional neural network architecture: CondenseNeXt on NXP BlueBox, an autonomous driving development platform developed for self-driving vehicles. We show that CondenseNeXt is remarkably efficient in terms of FLOPs, designed for ARM-based embedded computing platforms with limited computational resources and can perform image classification without the need of a CUDA enabled GPU. CondenseNeXt utilizes the state-of-the-art depthwise separable convolution and model compression techniques to achieve a remarkable computational efficiency. Extensive analyses are conducted on CIFAR-10, CIFAR-100 and ImageNet datasets to verify the performance of CondenseNeXt Convolutional Neural Network (CNN) architecture. It achieves state-of-the-art image classification performance on three benchmark datasets including CIFAR-10 (4.79% top-1 error), CIFAR-100 (21.98% top-1 error) and ImageNet (7.91% single model, single crop top-5 error). CondenseNeXt achieves final trained model size improvement of 2.9+ MB and up to 59.98% reduction in forward FLOPs compared to CondenseNet and can perform image classification on ARM-Based computing platforms without needing a CUDA enabled GPU support, with outstanding efficiency.

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/advanced-emergency-vehicle-detection

Also known as: Emergency Vehicle Detection Using Sound Localization and Digital Processing Techniques. Code was developed in Keil µVision IDE, locally.

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/predictive-analysis-using-feature-engineering

Python Code Developed in Google Colab

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/electronically-connected-intelligent-shelves

Inventory automation prototype using NXP FRDM-K64F MCU, ultrasonic sensors, cloud server and predictive analytics using machine learning techniques.

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/ece414_examples_lafayettecollege

ECE414 - Embedded Systems Project Examples - Lafayette-College

college-project embedded-systems raspberry-pi-pico

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3bdigidisplayece595

Lab 3 - Grove TM1637 4-Digit Display Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3bvibmotorece595

Lab 3 - Grove Vibration Motor Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3bbuttonece595

Lab 3 - Grove Button Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3btouchsensorece595

Lab 3 - Grove TTP223-B Touch Sensor Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3bbuzzerece595

Lab 3 - Grove Buzzer Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/smart-greenhouse-project

Fall 2021 RTOS (Real Time Operating Systems and Appllications) Course - Final Project

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/ecissystemproject

ECIS System project (simplified) code migrated to Keil Studio Cloud IDE for ECE568 Design with Embedded Systems course at Purdue.

automation k46f keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/open-survey-of-a-dnn

Developed with LaTeX

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3btemphumidece595

Lab 3 - Grove Temperature and Humidity Sensor Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3bledbarece595

Lab 3 - Grove LED Bar Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/kdsperipheralsworkspace

A Kinetis Design Studio workspace (projects) created for ECE568 Design with Embedded Systems course at Purdue.

k64f kds ksdk nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3bsliderece595

Lab 3 - Grove 10K Slide Potentiometer Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3blightsensorece595

Lab 3 - Grove GL5528 Photoresistor Light Sensor Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/priyankkalgaonkar.github.io

My personal website (portfolio).

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3cpwmece568

Lab 3 - PWM Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3caccmagece568

Lab 3 - FXOS8700Q Accelerometer and Magnetometer Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024

https://github.com/priyankkalgaonkar/talab3cadcece568

Lab 3 - Analog to Digital Converter (ADC) Experiment for Students

arm-processor grove-sensors keil-studio nxp

Last synced: 11 Nov 2024