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witzou's Projects
oil-palm-plantation-detection-via-satellite-images
This notebook provides image classification work on satellite images using transfer learning approach
oil-tank-volume-estimation
Estimating volumes of floating head oil tanks using shadows
onnx
Open standard for machine learning interoperability
opencv_3rdparty
OpenCV - 3rdparty
openface
OpenFace – a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
over9000
Over9000 optimizer
palm-tree-detection
Use ResNet50 to predict oil palm plantations in satellite images.
palmoil_classifier
High-resolution satellite imaging to automate mapping of oil palm plantations
panopticfcn
Fully Convolutional Networks for Panoptic Segmentation (CVPR2021 Oral)
pca-gm
Code for ICCV 2019 oral paper: Learning Combinatorial Embedding Networks for Deep Graph Matching
pecnn
A Progressively Enhanced Network for Video Satellite Imagery Super-Resolution
pedestrain_detection
HOG+SVM行人检测
plard
Progressive LiDAR Adaptation for Road Detection
prepare_detection_dataset
convert dataset to coco/voc format
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
python_practice
📝 包括常用数据预处理方法，以及经典实例
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-auto-drive
Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, SAD, PRNet, RESA, LSTR, BezierLaneNet...) based on PyTorch with mixed precision training
pytorch-image-classification
use pytorch to do image classfiication tasks
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
pytorch-tutorial
Build your neural network easy and fast
pytorch_segmentation
Unet
pytorch_tutorial
《Pytorch模型训练实用教程》中配套代码
pytorchocr
基于Pytorch的OCR工具库，支持常用的文字检测和识别算法
pytorchocr-1
基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn
r-dfpn_fpn_tensorflow
R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)
r2cnn_faster-rcnn_tensorflow
Rotational region detection based on Faster-RCNN.
r3det_tensorflow
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object
remote_sensing_object_detection_2019
2019年遥感图像稀疏表征与智能分析竞赛-初赛排名26/605
retinanet_tensorflow_rotation
Focal Loss for Dense Rotation Object Detection
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