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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

3han

3HAN: A Deep Neural Network for Fake News Detection: https://link.springer.com/chapter/10.1007%2F978-3-319-70096-0_59

amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

anogan

Tensorflow Implementation of AnoGAN (Anomaly GAN)

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

benchmarks

A benchmark framework for Tensorflow

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsule-net-pytorch

A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

coco-style-dataset-generator-gui

A simple GUI-based COCO-style JSON Polygon masks' annotation tool to facilitate quick and efficient crowd-sourced generation of annotation masks and bounding boxes. Optionally, one could choose to use a pretrained Mask RCNN model to come up with initial segmentations.

colab

A Continual AI repository for tutorials and demo running on Google Colaboratory.

continuous-online-video-classification-blog

Code that accompanies a blog posts on continuous online video classification with TensorFlow, Inception and a Raspberry Pi

cs231n

cvat

Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms

dataset_to_voc_converter

Scripts to convert datasets (Caltech pedestrian, MS COCO, HDA) to PASCAL VOC format

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-boot-camp

A community run, 5-day PyTorch Deep Learning Bootcamp

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-for-tracking-and-detection

Collection of papers and other resources for object tracking and detection using deep learning

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deep-learning-object-detection-links.

Object detectors based on DL (from: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html )

deeplearning.ai-notes

These are my personal notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.

detectron

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

face-verification-siamese-network

A deep learning solution using Siamese networks to solve the problem of face verification for an NGO. This solution was part of a competition held by Mastek. Competition link -

faceit_live

Swap your face in realtime to someone's else.

faceswap-gan

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.