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anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

auth-server

A Node.js Authorization and Authentication API running on express.

basic_nn

Basic Single Layer Neural Network. Written in Python and commented. Runs a training loop where it performs back propagation and standard gradient descent to update the weights.

centernet

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

centernet-1

Object detection, 3D detection, and pose estimation using center point detection:

cocostuffapi

COCO Stuff API

cornernet-lite

deeplab-pytorch

PyTorch implementation of DeepLab v2 (ResNet) + COCO-Stuff 10k/164k

dorn

fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

interpretable_ml_drug_discovery

Interpreting graph convolutional filters of target prediction network

margipose

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

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

midas

Code for robust monocular depth estimation described in "Lasinger et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer, arXiv:1907.01341"

models

Models and examples built with TensorFlow

monodepth2

Monocular depth estimation from a single image

node-binance-api

Node Binance API is an asynchronous node.js library for the Binance API designed to be easy to use.

panopticapi

COCO 2018 Panoptic Segmentation Task API (Beta version)

panopticsegmentation

This repository combines the MASK_RCNN algorithm for instance segmentation and DeepLabV2 Algorithm for semantic segmentation in order to produce predictions for the Panoptic Segmentation Challenge.

pro_gan_pytorch

ProGAN package implemented as an extension of PyTorch nn.Module

pytorch-cartpole

Solving the cartpole challenge from OpenAI gym using Pytorch

pytorch-pose-hg-3d

PyTorch implementation for 3D human pose estimation

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

simpleapi

A simple API that allows a user to fetch, insert and remove data from a mongoDB.

ssd-tensorflow

Single Shot MultiBox Detector in TensorFlow