Awesome-Caffe
Awesome Caffe
221 stars
25 watching
89 forks
last commit: about 5 years ago
Linked from 1 awesome list
Awesome Caffe / Books | |||
| Deep Learning - Ian Goodfellow and Yoshua Bengio and Aaron Courville | |||
| Deep Learning (Simplified Chinese) | 35,664 | almost 5 years ago | |
Awesome Caffe / 1. Tutorials | |||
| DIY Deep Learning for Vision with Caffe | |||
| Tutorial Documentation | |||
| Tutorial Documentation (Simplified Chinese) | |||
Awesome Caffe / 2. Vision / 2.1 Image Classification | |||
| ResNet-v3 | |||
| denseNet | 4,724 | 9 months ago | |
| Deep Residual Networks | 6,415 | almost 7 years ago | |
| Highway Networks | 96 | about 9 years ago | |
| Deep-Compression-AlexNet | 656 | over 2 years ago | |
| SqueezeNet | 2,172 | about 6 years ago | |
| GoogleNet-V2 | 131 | over 7 years ago | |
| Oriented Response Networks | 223 | about 2 years ago | |
Awesome Caffe / 2. Vision / 2.2 Object Detection | |||
| PVANet | 651 | over 2 years ago | |
| R-FCN | 1,046 | almost 4 years ago | |
| SSD: Single Shot MultiBox Detector | 4,767 | over 1 year ago | |
| YOLO in caffe | 521 | almost 8 years ago | |
| DeepBox | 128 | about 8 years ago | |
| Faster R-CNN | 8,105 | almost 5 years ago | |
| Fast R-CNN | 3,336 | over 6 years ago | |
Awesome Caffe / 2. Vision / 2.3 Image Segmentation | |||
| Mask R-CNN | 232 | over 5 years ago | |
| DeepLab | |||
| CRF-RNN | 1,338 | almost 5 years ago | |
| SegNet | 1,082 | over 6 years ago | |
| DeconvNet: Learning Deconvolution Network for Semantic Segmentation | 325 | over 9 years ago | |
| Fully Convolutional Networks for Semantic Segmentation | 3,304 | about 3 years ago | |
Awesome Caffe / 2. Vision / 2.4 Face Detection / Recognition / Verification | |||
| Center Loss | 1,212 | over 6 years ago | |
| MTCNN_face_detection_alignment | 240 | over 7 years ago | |
| VGG-Face | |||
| TripletLoss(FaceNet) | 322 | over 7 years ago | |
| dockerface | 189 | over 4 years ago | Easy to install and use deep learning Faster R-CNN face detection for images and video in a docker container |
Awesome Caffe / 2. Vision / 2.5 Action Recognition | |||
| UntrimmedNets | 162 | almost 6 years ago | |
| C3D | 175 | almost 6 years ago | (a recent version of Caffe) |
| TDD | 104 | about 7 years ago | |
| LRCN | 220 | about 7 years ago | |
Awesome Caffe / 2. Vision / 2.6 Object Tracking | |||
| FCNT | 131 | over 7 years ago | |
Awesome Caffe / 2. Vision / 2.7 Scene Classification | |||
| Places CNN | |||
Awesome Caffe / 2. Vision / 2.8 Image Super-resolution | |||
| SRCNN | |||
Awesome Caffe / 2. Vision / 2.9 Images Generation | |||
| cnn-vis | 496 | over 9 years ago | |
| style-transfer | 1,539 | about 7 years ago | |
| Colorful Image Colorization | 3,336 | 10 months ago | |
| Coupled Face Generation | 285 | over 6 years ago | |
Awesome Caffe / 2. Vision / 2.10 Self-driving | |||
| DeepDrive | |||
| Berkeley DeepDrive | |||
| Princeton deepdriving | |||
Awesome Caffe / 2. Vision / 2.11 Reinforcement Learning | |||
| DRQN | 68 | almost 9 years ago | |
| DQN | 213 | almost 8 years ago | |
Awesome Caffe / 2.12 Image Generation | |||
| VAE | 498 | almost 8 years ago | |
Awesome Caffe / 3. NLP | |||
| Sentiment Analysis | |||
Awesome Caffe / 4. Speech | |||
| Kaldi | 14,154 | 19 days ago | |
Awesome Caffe / 5. Building Blocks / 5.1 Initialization | |||
| k-means initialization | 138 | about 8 years ago | |
| LSUV | 112 | almost 7 years ago | |
Awesome Caffe / 6. Tools / 6.1 Converter | |||
| caffe-tensorflow | 2,796 | about 5 years ago | |
| caffe-theano-conversion | 88 | over 9 years ago | |
| CaffeToKeras | 225 | over 4 years ago | |
Awesome Caffe / 6. Tools / 6.2 Labeling | |||
| labelme | 13,240 | 16 days ago | |
| LabelImg | 22,535 | 4 months ago | |
| BBox-Label-Tool | 1,123 | over 4 years ago | |
| FastAnnotationTool | 951 | over 5 years ago | |
Awesome Caffe / 6. Tools / 6.3 Data Augmentation | |||
| Augmentor | 5,059 | 7 months ago | |
Awesome Caffe / 6. Tools / 6.4 Parameter Search | |||
| Spearmint | 96 | over 8 years ago | |
Awesome Caffe / 6. Tools / 6.5 Visualization | |||
| netron | 27,736 | 4 days ago | |
| deep-visualization-toolbox | 4,010 | over 4 years ago | |
| DeepDraw | 358 | over 8 years ago | |
Awesome Caffe / 6. Tools / 6.6 Mobile Platform | |||
| ncnn | 20,218 | 11 days ago | |
| ShuffleNet | 449 | about 6 years ago | |
| caffe-android-lib | 509 | almost 6 years ago | |
| caffe-ios | 59 | over 8 years ago | |
| windows | 162 | over 4 years ago | |
Awesome Caffe / 6. Tools / 6.7 Intel and AMD | |||
| hipCaffe-AMD’s Radeon Instinct GPUs | 124 | 5 months ago | |
| Intel® Xeon Phi™ | |||
| OpenCL-caffe | 517 | about 6 years ago | |
| SkimCaffe | 238 | almost 2 years ago | |
Awesome Caffe / 6. Tools / 6.8 Parallel and Distributed computing | |||
| A multi-GPU and memory-reduced MAT-Caffe | 95 | almost 7 years ago | |
| SparkNet | 603 | about 4 years ago | |
| CaffeOnSpark | 1,267 | almost 5 years ago | |
| petuum/bosen | 962 | 9 months ago | |
Awesome Caffe / 6. Tools / 6.9 Net Builder | |||
| pynetbuilder | 328 | about 8 years ago | |
mrgloom/awesome-semantic-segmentation