DavidHSTai's repositories
awesome-deep-vision
A curated list of deep learning resources for computer vision
caffe-model
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
caffe2
Caffe2 is a lightweight, modular, and scalable deep learning framework.
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks
CNN-Numpy
Inplement an CNN frame with Numpy, easy to learn, hard to use hhhh
coco-analyze
A wrapper of the COCOeval class for extended keypoint error estimation analysis.
deep-residual-networks
Deep Residual Learning for Image Recognition
deeplab-v2
DeepLab v2 support cudnn-v5
Deformable-ConvNets
Deformable Convolutional Networks + MST + Soft-NMS
Deformable-ConvNets-caffe
Deformable Convolutional Networks on caffe
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
eval_kitti
Tools to evaluate object detection results using the KITTI dataset.
frustum-pointnets
Frustum PointNets for 3D Object Detection from RGB-D Data
MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch and CoreML.
MobileNet
MobileNet build with Tensorflow
models
Models and examples built with TensorFlow
MTCNN-Tensorflow
Reproduce MTCNN using Tensorflow
Netron
Viewer for neural network and machine learning models
OpenAI-XOR
Warmup #1 for OpenAI's Request for Research 2.0 https://blog.openai.com/requests-for-research-2
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
py-mask-rcnn
Mask RCNN in Caffe
pytorch_convgru
Convolutional Gated Recurrent Units implemented in PyTorch
R-FCN-PSROIAlign
A Caffe implementation of PSROI-Align
tensorflow-nvJetson
Tensorflow for Nvidia Jetson TX1/2
tensorflow-on-arm
TensorFlow for Arm
tensorflow_object_detection_create_coco_tfrecord
Convert coco dataset to tfrecord for the tensorflow detection API.
tensorpack
A Neural Net Training Interface on TensorFlow
tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection