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awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

cocoapi

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

cyclegan-tensorflow

An implementation of CycleGan using TensorFlow

cyclegan-tensorflow-2

CycleGAN Tensorflow 2

deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017

faster_rcnn_pytorch

Faster RCNN with PyTorch

fastmaskrcnn

Mask RCNN in TensorFlow

helloworld

image-segmentation-keras

Implementation of Segnet, FCN, UNet and other models in Keras.

iv2018-hierarchical-semantic-segmentation-for-heterogeneous-datasets

Code for reproducing results for IV2018 paper "Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation".

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

mask_rcnn

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

masknet

Adapt Mask R-CNN to yolo, get acceptable quality mask while maintaining high (20+fps) frame rate

models

Models and examples built with TensorFlow

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

segnet

SegNet including indices pooling for Semantic Segmentation with tensorflow and keras

segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-mnist-vae

Tensorflow implementation of variational auto-encoder for MNIST

tensorflow-segnet

Implement slightly different caffe-segnet in tensorflow

tensorflow-yolo-v3

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

torchcv-seg

Semantic Segmentation ported from TorchCV

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

two-stream-action-recognition

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

ucf-101_video_classification

Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)

unet

unet for image segmentation