junsenselee Goto Github PK

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

bilateral_solver

Python code for the fast bilateral solver

caffe

Caffe: a fast open framework for deep learning.

caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

caffe-yolov2

coco

MS COCO API - http://mscoco.org/

dataset

The Open Images dataset

deep-residual-networks

Deep Residual Learning for Image Recognition

deepfashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deformable-convnets

Deformable Convolutional Networks

detectionanalysis

http://web.engr.illinois.edu/~dhoiem/projects/detectionAnalysis/

detectron

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

expert-python-programming_second-edition

Become an ace Python programmer by learning best coding practices and advance-level concepts with Python 3.5

faiss

A library for efficient similarity search and clustering of dense vectors.

flow-guided-feature-aggregation

Flow-Guided Feature Aggregation for Video Object Detection

fpn

Feature Pyramid Network

ghm_detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

hfsoftmax

Accelerated Training for Massive Classification via Dynamic Class Selection

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

machine-learning-session

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mcg

Multiscale Combinatorial Grouping - Object Proposals and Segmentation

mmdetection

Open MMLab Detection Toolbox

mx-maskrcnn

A MXNet implementation of Mask R-CNN

nonechucks

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

nsfw_data_scrapper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

octaveconv

A MXNet Implementation for Drop an Octave

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

proxylessnas

ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332