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songsong's Projects

chair_manipulation_gazebo icon chair_manipulation_gazebo

ROS packages for dual-arm manipulation of chairs including an advanced grasp detection pipeline and a simulation in Gazebo using two Universal Robot UR10 industrial manipulators.

clip icon clip

Contrastive Language-Image Pretraining

gpt_auto_review icon gpt_auto_review

A prototype for how to use the OpenAI API to review a academic paper according to the NeurIPS reviewer guidelines.

ndf_robot icon ndf_robot

Implementation of the method proposed in the paper "Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation"

pybullet-robot-envs icon pybullet-robot-envs

A Python package that collects robotic environments based on the PyBullet simulator, suitable to develop and test Reinforcement Learning algorithms on simulated grasping and manipulation applications.

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

researchgpt icon researchgpt

An open-source LLM based research assistant that allows you to have a conversation with a research paper

robotiq_2finger_grippers icon robotiq_2finger_grippers

ROS packages enabling the control, visualization and simulation of the Robotiq 2 Fingers Adaptive Grippers model version C3

taskgrasp icon taskgrasp

Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ur_with_robotiq_grasp_gazebo icon ur_with_robotiq_grasp_gazebo

A grasp simulation environment in gazebo: UR robot arm with a 85mm robotiq gripper that can be drived to grasp things through moveit

vrg icon vrg

Related papers and codes for vision-based robotic grasping

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