saha-somnath / Sports-Action-Recognition
Implemented Sports Action Recognition system using SVM classifier. First, extracted the features from each video frame from each category using Histogram of Oriented Gradients ( HOG ) method and then classified using SVM. A cross-validation mechanism has been applied to fine tune the parameters for the classifier. In this project, I have used U…
☆12Updated 5 years ago
Alternatives and similar repositories for Sports-Action-Recognition:
Users that are interested in Sports-Action-Recognition are comparing it to the libraries listed below
- Action Recognition in Videos using Stacked Optical Flow and HOGHOF features.☆11Updated 7 years ago
- generate action data using openpose or SSD☆30Updated 6 years ago
- Multi 3DCNN for action recognition using global and local information☆37Updated 7 years ago
- Vision basesd human action recognition using Two Stream LSTM☆8Updated 6 years ago
- recognize actions from videos using machine learning classifier(s) and suitable features. You will use UCF sports action data set here ht…☆21Updated 8 years ago
- Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)☆181Updated 8 years ago
- abnormal behavior detection using CNN and RNN☆37Updated 7 years ago
- Action Recognition based on Pose Estimation.☆27Updated 4 years ago
- Human action recognition from skeletal data☆41Updated 4 years ago
- CNN+LSTM; Video classification; Four categories(Normal; Smoking; Using mobile; Off seat)☆43Updated 7 years ago
- train C3D with keras for action recognition☆118Updated 6 years ago
- Human Activity Recognition Using Deep Neural Network☆19Updated 2 years ago
- Abnormal Crowd Detection Implementation with Python☆36Updated 7 years ago
- C3D for Keras (only Tensorflow backend at the moment) with easy preprocessing and automatic downloading of TF format sports1M weights☆34Updated 7 years ago
- Action recognition.基于C3D的视频动作识别☆26Updated 6 years ago
- experiments on classifying actions using poses☆26Updated 6 years ago
- Actions recognition in sport videos (football, basketball dancing ect)☆20Updated 6 years ago
- Faster R-CNN for pedestrian detection☆30Updated 5 years ago
- tsn model for action recognition on pytorch☆17Updated 7 years ago
- Our implementation of Recurrent Pose Attention in Du et al.: "RPAN: An End-to-End Recurrent Pose-attention Network for Action Recognition…☆37Updated 6 years ago
- Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.☆41Updated 6 years ago
- Code for detection-based head tracking.☆14Updated 8 years ago
- Learning Spatiotemporal Features using 3DCNN and Convolutional LSTM for Gesture Recognition☆61Updated 6 years ago
- Using the detection results from SSD as the inputs of deepSort to track persons☆19Updated 7 years ago
- A recurrent deep neural network for human activity recognition, using the KTH dataset as anexample.☆13Updated 5 years ago
- Course Project for CS763 Computer Vision IIT Bombay☆34Updated 6 years ago
- Video Action Classification Using Spatial Temporal Clues. Original paper: arXiv:1504.01561☆23Updated 6 years ago
- Action recognition network -- CNN + LSTM.☆74Updated 6 years ago
- Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.☆73Updated 6 years ago
- Action recognition using skeleton information based on HMM model☆36Updated 11 years ago