Awesome-Caffe

Deep learning framework examples

A curated collection of Caffe-based examples and resources for various applications including computer vision, deep learning, natural language processing, and more.

Awesome Caffe

GitHub

221 stars

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88 forks

last commit: about 7 years ago

Linked from 1 awesome list

Awesome Caffe / Books
Deep Learning - Ian Goodfellow and Yoshua Bengio and Aaron Courville
Deep Learning (Simplified Chinese)	35,890	almost 7 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	4,757	over 2 years ago
Deep Residual Networks	6,462	almost 9 years ago
Highway Networks	96	almost 11 years ago
Deep-Compression-AlexNet	661	over 4 years ago
SqueezeNet	2,181	about 8 years ago
GoogleNet-V2	131	over 9 years ago
Oriented Response Networks	223	about 4 years ago
Awesome Caffe / 2. Vision / 2.2 Object Detection
PVANet	650	about 4 years ago
R-FCN	1,048	over 5 years ago
SSD: Single Shot MultiBox Detector	4,770	over 3 years ago
YOLO in caffe	519	over 9 years ago
DeepBox	128	almost 10 years ago
Faster R-CNN	8,145	almost 7 years ago
Fast R-CNN	3,358	over 8 years ago
Awesome Caffe / 2. Vision / 2.3 Image Segmentation
Mask R-CNN	231	about 7 years ago
DeepLab
CRF-RNN	1,342	almost 7 years ago
SegNet	1,080	over 8 years ago
DeconvNet: Learning Deconvolution Network for Semantic Segmentation	325	about 11 years ago
Fully Convolutional Networks for Semantic Segmentation	3,318	almost 5 years ago
Awesome Caffe / 2. Vision / 2.4 Face Detection / Recognition / Verification
Center Loss	1,212	over 8 years ago
MTCNN_face_detection_alignment	240	over 9 years ago
VGG-Face
TripletLoss(FaceNet)	322	over 9 years ago
dockerface	190	about 6 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 8 years ago
C3D	175	over 7 years ago	(a recent version of Caffe)
TDD	104	about 9 years ago
LRCN	220	about 9 years ago
Awesome Caffe / 2. Vision / 2.6 Object Tracking
FCNT	131	over 9 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	499	about 11 years ago
style-transfer	1,538	about 9 years ago
Colorful Image Colorization	3,365	almost 3 years ago
Coupled Face Generation	286	over 8 years ago
Awesome Caffe / 2. Vision / 2.10 Self-driving
DeepDrive
Berkeley DeepDrive
Princeton deepdriving
Awesome Caffe / 2. Vision / 2.11 Reinforcement Learning
DRQN	69	almost 11 years ago
DQN	212	almost 10 years ago
Awesome Caffe / 2.12 Image Generation
VAE	503	over 9 years ago
Awesome Caffe / 3. NLP

Sentiment Analysis
Awesome Caffe / 4. Speech

Kaldi	14,362	almost 2 years ago
Awesome Caffe / 5. Building Blocks / 5.1 Initialization
k-means initialization	138	about 10 years ago
LSUV	112	almost 9 years ago
Awesome Caffe / 6. Tools / 6.1 Converter
caffe-tensorflow	2,797	about 7 years ago
caffe-theano-conversion	88	over 11 years ago
CaffeToKeras	225	over 6 years ago
Awesome Caffe / 6. Tools / 6.2 Labeling
labelme	13,728	almost 2 years ago
LabelImg	22,958	over 2 years ago
BBox-Label-Tool	1,126	over 6 years ago
FastAnnotationTool	954	over 7 years ago
Awesome Caffe / 6. Tools / 6.3 Data Augmentation
Augmentor	5,084	over 2 years ago
Awesome Caffe / 6. Tools / 6.4 Parameter Search
Spearmint	96	over 10 years ago
Awesome Caffe / 6. Tools / 6.5 Visualization
netron	28,684	almost 2 years ago
deep-visualization-toolbox	4,025	over 6 years ago
DeepDraw	358	about 10 years ago
Awesome Caffe / 6. Tools / 6.6 Mobile Platform
ncnn	20,655	almost 2 years ago
ShuffleNet	448	about 8 years ago
caffe-android-lib	510	almost 8 years ago
caffe-ios	59	over 10 years ago
windows	162	over 6 years ago
Awesome Caffe / 6. Tools / 6.7 Intel and AMD
hipCaffe-AMD’s Radeon Instinct GPUs	124	over 2 years ago
Intel® Xeon Phi™
OpenCL-caffe	518	about 8 years ago
SkimCaffe	238	over 3 years ago
Awesome Caffe / 6. Tools / 6.8 Parallel and Distributed computing
A multi-GPU and memory-reduced MAT-Caffe	95	almost 9 years ago
SparkNet	604	about 6 years ago
CaffeOnSpark	1,265	almost 7 years ago
petuum/bosen	962	over 2 years ago
Awesome Caffe / 6. Tools / 6.9 Net Builder
pynetbuilder	328	about 10 years ago

Backlinks from these awesome lists:

mrgloom/awesome-semantic-segmentation

Awesome-Caffe

Awesome Caffe / Books

Awesome Caffe / 1. Tutorials

Awesome Caffe / 2. Vision / 2.1 Image Classification

Awesome Caffe / 2. Vision / 2.2 Object Detection

Awesome Caffe / 2. Vision / 2.3 Image Segmentation

Awesome Caffe / 2. Vision / 2.4 Face Detection / Recognition / Verification

Awesome Caffe / 2. Vision / 2.5 Action Recognition

Awesome Caffe / 2. Vision / 2.6 Object Tracking

Awesome Caffe / 2. Vision / 2.7 Scene Classification

Awesome Caffe / 2. Vision / 2.8 Image Super-resolution

Awesome Caffe / 2. Vision / 2.9 Images Generation

Awesome Caffe / 2. Vision / 2.10 Self-driving

Awesome Caffe / 2. Vision / 2.11 Reinforcement Learning

Awesome Caffe / 2.12 Image Generation

Awesome Caffe / 3. NLP

Awesome Caffe / 4. Speech

Awesome Caffe / 5. Building Blocks / 5.1 Initialization

Awesome Caffe / 6. Tools / 6.1 Converter

Awesome Caffe / 6. Tools / 6.2 Labeling

Awesome Caffe / 6. Tools / 6.3 Data Augmentation

Awesome Caffe / 6. Tools / 6.4 Parameter Search

Awesome Caffe / 6. Tools / 6.5 Visualization

Awesome Caffe / 6. Tools / 6.6 Mobile Platform

Awesome Caffe / 6. Tools / 6.7 Intel and AMD

Awesome Caffe / 6. Tools / 6.8 Parallel and Distributed computing

Awesome Caffe / 6. Tools / 6.9 Net Builder

Backlinks from these awesome lists:

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