lanka's repositories
awesome-action-recognition
A curated list of action recognition and related area resources
BundleFusion
[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration
CV-Datasets
Collection of open datasets in computer vision.
DANet
Dual Attention Network for Scene Segmentation (CVPR2019)
dataset-api
The ApolloScape Open Dataset for Autonomous Driving and its Application.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
Gesture-Recognition
Gesture recognition neural network to classify various hand gestures
Keras-OneClassAnomalyDetection
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
keras-retinanet
Keras implementation of RetinaNet object detection.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
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 Onnx and CoreML.
oneDNN
oneAPI Deep Neural Network Library (oneDNN)
OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
PaddleSeg
End-to-end image segmentation kit based on PaddlePaddle.
PINTO_model_zoo
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin]
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-caffe-darknet-convert
convert between pytorch, caffe prototxt/weights and darknet cfg/weights
SENet
Squeeze-and-Excitation Networks
ShuffleNet_V2-caffe
This is caffe implementation of shuffleNet V2
synopsys-caffe
Additions and patches to Caffe framework for use with Synopsys DesignWare EV6x Processors
TanksAndTemples
Toolbox for the TanksAndTemples benchmark website
tensorflow-yolov3
🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset
tflite_gles_app
GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT
VINS-Fusion
An optimization-based multi-sensor state estimator