AI Agent Skills

Python module for GQ-CNN training and deployment with ROS integration.

Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)

Convolutional Neural Network for Human Activity Recognition in Tensorflow

Plant Disease Identification Using Convulutional Neural Network

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

CNN+LSTM+CTC based OCR implemented using tensorflow.

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

:art: :art: 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art: https://dataxujing.github.io/CNN-paper2/

CNN for stock market prediction using raw data & candlestick graph.

Vehicle Detection using Mask R-CNN and Computer Vision based Lane Detection

CNN for intent classification task in a Chatbot

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

Learning Convolutional Neural Networks with Interactive Visualization.