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3d-machine-learning

A resource repository for 3D machine learning

3d-resnets-pytorch

3D ResNets for Action Recognition

adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

ai-challenger-keypoints-pytorch

AI Challenger Keypoints Detection(https://challenger.ai/competition/keypoint/leaderboard) (SYSU_Pose Rank #6)

alphapose

atss

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

avod

Code for 3D object detection for autonomous driving

benchmark_results

visual tracker benchmark results

caffe-faster-rcnn-resnet-fpn

caffe-int8-convert-tools

This convert tools is base on TensorRT 2.0 Int8 calibration tools,which use the KL algorithm to find the suitable threshold to quantize the activions from Float32 to Int8(-128 - 127).

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

caffe-tensorflow

Caffe models in TensorFlow

caffe-tools

Some tools and examples for pyCaffe including LMDB I/O, custom Python layers and monitoring training error and loss.

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

caffe_ssd

caffepythonlayerloss

capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

cascadecnn

Repository for "A Convolutional Neural Network Cascade for Face Detection", implemented with Caffe, C++ interface

cascaded-fcn

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

centernet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

d-m-f-convnets

This is code for defomable-convNets 、Mask-Rcnn、Faster-Rcnn IN CAFFE

dataset

The Open Images dataset

deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

denet

A simple extendable library for training and evaluating Deep Convolutional Neural Networks focussing on real-time image classification and detection.

detectandtrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

detectron

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

erfnet_pytorch

Pytorch code for semantic segmentation using ERFNet

facedatasets

Some scripts to process face datasets.

faster-rotated-region-based-convolutional-neural-network

feathercnn

FeatherCNN is a high performance inference engine for convolutional neural networks.