Discover oarriaga/STN.keras Open Source project

1

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

Python

5,579

2

paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Python

613

3

neural_image_captioning

Neural image captioning (NIC) implementation with Keras 2.

Jupyter Notebook

176

4

SSD-keras

SSD: Single Shot MultiBox Detector in keras.

Python

84

5

RBF-Network

Minimal implementation of a radial basis function network.

Jupyter Notebook

73

6

beauvoir

Domain randomization library in Python for object detection and classification using Blender.

Python

15

7

luvina

High-level Natural Language Processing (NLP) for Python.

Python

13

8

bayesian-inverse-graphics

Bayesian Inverse Graphics for Few-Shot Concept Learning

Python

8

9

tfp-workshop

Tensorflow probability workshop

Dockerfile

4

10

PyGPToolbox

PyGPToolbox - A python geometry processing toolbox

Python

3

11

altamira-data

Altamira's external data such as model weights and image-pose dictionaries.

3

12

self-organizing-map

Small numpy implementation of self-organizing maps (SOMs).

Jupyter Notebook

2

13

ROS_face_classification

Python

1

14

pathnet.keras

Implementation of "PathNet: Evolution Channels Gradient Descent in Super Neural Networks" in keras 2.

Python

1

15

cnn_benchmarks

CNN benchmarks for Keras models

Python

1

16

object_perception

Object perception tasks: detection, tracking and classification.

Python

1

17

neras

keras with numpy

Python

1

18

image_affine_transformer

A class to apply affine transformations to a batch of images using bilinear interpolation.

Jupyter Notebook

1

19

IDE_vim

Integrated development environment (IDE) in vim.

Vim Script

1

oarriaga/STN.keras

oarriaga

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Repository Details

For a TF-2.0 rewrite visit:

https://github.com/oarriaga/paz

Spatial transformer networks

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