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Jeff's Projects

airframe-react icon airframe-react

Free Open Source High Quality Dashboard based on Bootstrap 4 & React 16: http://dashboards.webkom.co/react/airframe

caffe icon caffe

Caffe: a fast open framework for deep learning.

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

cvlib icon cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

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

dgm_re-id icon dgm_re-id

Unsupervised Person Re-identification (ICCV 2017)

facenet-pytorch icon facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

flight_data_brazil icon flight_data_brazil

Dados de decolagens e aterrisagens (2000-2017) e condições meteorológicas (2009-2017) nos principais aeroportos do Brasil

gait-recognition icon gait-recognition

Minor Project based on Silhouette analysis-based gait recognition for human identification

gaitset icon gaitset

A flexible, effective and fast cross-view gait recognition network

gdp icon gdp

Gradiente Descendente Paralelo

hyperface-with-squeezenet icon hyperface-with-squeezenet

Two multitasking CNNs for simultaneous face detection, landmarks estimation and visibility, pose estimation and gender recognition. hyperface.py concatenates feature maps from initial, mid and final layers of the network and then branches out to different heads. multiout.py branches from the final layer of the network to different heads. DataGen2.py is the Data Generator used for reading multiple labels from json files. It is a modified version of Keras's default Data Generator. The idea is based on the following paper - [1] R. Ranjan, V. M. Patel, and R. Chellappa. Hyperface: A deep multitask learning framework for face detection, landmark localization, pose estimation, and gender recognition. CoRR, abs/1603.01249, 2016. The implementation is slightly different. The original HyperFace architecture is built on top of AlexNet while the implementation here uses another architecture called SqueezeNet.

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