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1. CNN-Incremental-Learning CNN-Incremental-Learning Public

   Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption

   Python 14 1

2. Interpolated-Policy-Gradient-with-PPO-for-Robotics-Control- Interpolated-Policy-Gradient-with-PPO-for-Robotics-Control- Public

   Reinforcement Learning for robotics continuous control, mainly based on Proximal Policy Optimization, extending to Interpolated Policy Gradient and Hindsight Experience Replay (HER)

   Python 37 9

3. Reinforcement-Learning-Notebook Reinforcement-Learning-Notebook Public

   Five assignments for comp767-reinforcement learning, and personal notes for papers in RL

   Python 7 2

4. Mask-YOLO Mask-YOLO Public

   Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice …

   Jupyter Notebook 112 25

5. Food-Detection-by-YOLOv2-with-Transfer-Learning Food-Detection-by-YOLOv2-with-Transfer-Learning Public

   multi-object food detection system by DCNN and YOLOv2 strategy, with transferring features and class activation mapping, support mobilenet, mobilenetv2, resnet and darknet.

   Jupyter Notebook 35 7

6. Kaggle-Quick-Draw Kaggle-Quick-Draw Public

   Top 15% solution, Quick, Draw! Kaggle Competition

   Jupyter Notebook