Roger GOU's repositories
Kaggle_Bowl_2018
Nuclei Segmentation
classic_algorithm
classic image processing algorithm
hand-detection-tutorial
A tutorial on how to train a hand detector with TensorFlow Object Detection API
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
awesome-chinese-nlp
A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料
cone-detector-tf
Cone detector trained using the Tensorflow Object Detection API
CorrosionDetector
Corrosion Detection from Images
e2e-coref
End-to-end Neural Coreference Resolution
fast-style-transfer
TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼
FasterRCNN
FasterRCNN built upon tensorpack
FasterRCNN-1
FasterRCNN/maskRCNN with tensorpack, modified to train on own dataset
Focal-Loss-implement-on-Tensorflow
The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.
geo_map_gen-for-argman-east
use cython to rewrite the geo_map part of https://github.com/argman/EAST
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
kaggle-ds-bowl-2018-baseline
Full train/inference/submission pipeline adapted to the competition from https://github.com/matterport/Mask_RCNN
object_detector_app
Real-Time Object Recognition App with Tensorflow and OpenCV
odeGenerator
DTU August course - ode generator for ERODE
pytorch-custom-cuda-tutorial
Tutorial for building a custom CUDA function for Pytorch
Roadmap-of-DL-and-ML
Roadmap of DL and ML, some courses, study notes and paper summary
seglink
An Implementation of the seglink alogrithm in paper Detecting Oriented Text in Natural Images by Linking Segments
syndata-generation
Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper
tensorflow-gpu-install-ubuntu-16.04
Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning
tensorflow_estimator
tensorflow estimator example
text_classification
Testing program