ghimiredhikura

Complex-YOLOv3

PyTorch implementation of Complex-YOLO paper with YoloV3

Awasome-Pruning

Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

Eye-Color-Detection

Automatic Dominant Eye Color Detection in Image or Video

KITTI-Point-Cloud-Utils

KITTI Point Cloud Utilities

laasp-filter-pruning

Deepak Ghimire, Kilho Lee, and Seong-heum Kim, Loss-aware automatic selection of structured pruning criteria for deep neural network acceleration, Image and Vision Computing, vol. 136, p. 104745, 2023.

Install-OpenCV-with-Tesseract-Windows

Install OpenCV with Tesseract on Windows

msvsp-filter-pruning

Ghimire, D.; Kim, S.-H. Magnitude and Similarity Based Variable Rate Filter Pruning for Efficient Convolution Neural Networks. Appl. Sci. 2023; 13(1):316

deep-learning-flask-api

Deep Leaning Model Deployment using Flask API

Object-Detection-Study

Summary of the research papers, open source links and possible enhancements.

Awasome-Data-Free-ViT-Pruning

Data-Free-ViT-Pruning

yolo2_light_cpu

Light version of convolutional neural network Yolo v2 for objects detection with a minimum of dependencies (BIT1-XNOR-inference)

ATS

Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)

Awesome-Pruning

A curated list of neural network pruning resources.

barlowtwins

PyTorch implementation of Barlow Twins.

Brodmann17FaceDetector

Brodmann17 Deep Learning based highly efficient face detector working on ARM & x86 CPUs

CHaiDNN

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

cpp-template

EfficientDNNs

Collection of recent methods on (deep) neural network compression and acceleration.

face_detection_evaluation

This repository consists of several face detection methods with performance evaluation.

FD_Eval

Several Face Detection Methods Evaluation - Benchmarking

ghimiredhikura

personal

ghimiredhikura.github.io

ImageNet-Evaluation-RaspberryPi3-4

ilsvrc2012 ImageNet Top-1, Top-5 Accuracy Benchmarking on 10K Validation Images

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

jetson_build_opencv

Build OpenCV on Nvidia Jetson

Learning-OpenCV-5-Computer-Vision-with-Python-Fourth-Edition

Learning OpenCV 5 Computer Vision with Python, Fourth Edition, Published by Packt

learnopencv

Learn OpenCV : C++ and Python Examples

libfacedetection-vs2015

A fast binary library for face detection and face landmark detection in images. The face detection speed can reach 1500FPS. You can use it free of charge with any purpose.

NCNNSFD

ncnn is a high-performance neural network inference framework optimized for the mobile platform. This fork includes how to use SFD model in this inference engine.

Torch-Pruning

[CVPR-2023] Towards Any Structural Pruning; LLMs / Diffusion / YOLOv8 / CNNs / Transformers