Open
Description
Contributions are welcome! You are also welcome to make new requests to the community!
Framework
| Mission | Contributor | Description | Status |
|---|---|---|---|
| Core | @Laicheng0830 @hanjr92 | Core codes of TensorLayerX framework | Maintaining |
| đ„Distributed training | @hishambarakat16 @QuantumLiu | Platform-agnostic distributed training (model and data parallelism) | Contributions and discussions are welcome |
| Codes converter | Converting codes of other framework to TensorlayerX | Contributions and discussions are welcome |
Contact: [email protected] Dr.Dong
Tools
| Mission | Contributor | Description | Status |
|---|---|---|---|
| TLX2ONNX | @Laicheng0830 @hanjr92 | TLX models export as onnx format | Developing |
| OpenIVA | @QuantumLiu | end-to-end intelligent vision analytics development toolkit | Developing |
| Codes converter | Converting codes of other framework to TensorlayerX | Contributions and discussions are welcome |
Contact: [email protected] @Laicheng0830
Documentations
| Mission | Contributor | Description | Status |
|---|---|---|---|
| äžæ | @QuantumLiu | Chinese docs | Developing |
| EN | Maintaining | ||
| Arabic | @QuantumLiu | Arabic docs | Developing |
| Russian | Russian docs | Contributions and discussions are welcome |
Contact: [email protected] WeChat liuyiliang100
CV algorithms
| Mission | Contributor | Description | Status |
|---|---|---|---|
| ResNet | @Luka0612 | ResNet image classification | Done, maintaining |
| VGGNet | @Luka0612 | VGG Net image classification | Done, maintaining |
| DETR | @Luka0612 | Object detection based on Transformer | Done, maintaining |
| YOLO V4 | @Luka0612 | YOLO V4 object detection | Done, maintaining |
| đ„ PP-YOLO-E | @xxx | Cloud-edge-device integration object detection | Developing |
| UNET | @Luka0612 | Semantic segmentation | Done, maintaining |
| HRNet | @Luka0612 | Human Pose Estimation | Done, maintaining |
| TROCR | @Luka0612 | Transformer-based OCR Character Recognition | Done, maintaining |
| retinaface | @Luka0612 | Face Detection | Done, maintaining |
| arcface | @Luka0612 | Facial feature embedding | Done, maintaining |
| Face landmark pfld | @xxx | 68 facial landmarks | Developing |
Contact: [email protected] WeChat liuyiliang100
NLP algorithms
| Mission | Contributor | Description | Status |
|---|---|---|---|
| T5 NMT | @Luka0612 | T5 NMT | Done, maintaining |
| T5 text classification | @Luka0612 | T5 Text classification | Done, maintaining |
| BERT text classification | @Luka0612 | BERT Text classification | Done, maintaining |
| T5 token classification | @Luka0612 | T5 token classification | Done, maintaining |
| BERT text classification | @Luka0612 | BERT token classification | Done, maintaining |
Reinforcement Learning Algorithms
| Mission | Contributor | Description | Status |
|---|---|---|---|
| RLzoo | Reinforcement Learning Toolkit | Converting to TLX version |
Graph Learning
| Task | Contributors | Description | Status |
|---|---|---|---|
| Graph Library | @clearhanhui @Theheavens @zsy0828 @dddg617 | Graph Library | Finished and Improving |
Activity