Detection and classification for leopards

Detection and classification for leopards

peiwen gao

peiwen gao

沈阳市

It is a project to detect the wild leopards and destinguish them in Shanxi Province, China.

Artificial Intelligence, Modern Code

Description

My team is trying to build a deep learning model to detect leopards in China and classificate them. The goal of the project is to detect the leopards in the images and distinguish each leopards. The semi-supervised learning model is suitable for the project. I use the Faster-RCNN to achive the goal. After working on the problem for serveral days, I notice the Mask-RCNN and I think it can increase my accuracy rate for detection. And the photos I post was the demo images of the Mask-RCNN model. My tools for developing is Intel Optimize Caffe. And I am using the Intel dev Cloud to train my datasets in VOC2012. To increase the accuracy, I will train another model for Mask-RCNN. I hope this project can be optimized to help nonprofit organization in China protect rare animals including leopards and some other spacies.

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22427703

peiwen g. added photos to project Detection and classification for leopards

Medium 3764b5e0 dea0 4c86 9a2d 2f48784ae1eb

Detection and classification for leopards

My team is trying to build a deep learning model to detect leopards in China and classificate them. The goal of the project is to detect the leopards in the images and distinguish each leopards. The semi-supervised learning model is suitable for the project. I use the Faster-RCNN to achive the goal. After working on the problem for serveral days, I notice the Mask-RCNN and I think it can increase my accuracy rate for detection. And the photos I post was the demo images of the Mask-RCNN model. My tools for developing is Intel Optimize Caffe. And I am using the Intel dev Cloud to train my datasets in VOC2012. To increase the accuracy, I will train another model for Mask-RCNN.
I hope this project can be optimized to help nonprofit organization in China protect rare animals including leopards and some other spacies.

22427703

peiwen g. added photos to project Detection and classification for leopards

Medium 5fd1c780 7985 465a 897e bef7b7164bd5

Detection and classification for leopards

My team is trying to build a deep learning model to detect leopards in China and classificate them. The goal of the project is to detect the leopards in the images and distinguish each leopards. The semi-supervised learning model is suitable for the project. I use the Faster-RCNN to achive the goal. After working on the problem for serveral days, I notice the Mask-RCNN and I think it can increase my accuracy rate for detection. And the photos I post was the demo images of the Mask-RCNN model. My tools for developing is Intel Optimize Caffe. And I am using the Intel dev Cloud to train my datasets in VOC2012. To increase the accuracy, I will train another model for Mask-RCNN.
I hope this project can be optimized to help nonprofit organization in China protect rare animals including leopards and some other spacies.

22427703

peiwen g. added photos to project Detection and classification for leopards

Medium 97082a6a e78f 47c3 a7a2 a1f09f921ef6

Detection and classification for leopards

My team is trying to build a deep learning model to detect leopards in China and classificate them. The goal of the project is to detect the leopards in the images and distinguish each leopards. The semi-supervised learning model is suitable for the project. I use the Faster-RCNN to achive the goal. After working on the problem for serveral days, I notice the Mask-RCNN and I think it can increase my accuracy rate for detection. And the photos I post was the demo images of the Mask-RCNN model. My tools for developing is Intel Optimize Caffe. And I am using the Intel dev Cloud to train my datasets in VOC2012. To increase the accuracy, I will train another model for Mask-RCNN.
I hope this project can be optimized to help nonprofit organization in China protect rare animals including leopards and some other spacies.

Medium 22427703

peiwen g. created project Detection and classification for leopards

Medium 13042715 7315 4d68 a08e ce517bd3b6f0

Detection and classification for leopards

My team is trying to build a deep learning model to detect leopards in China and classificate them. The goal of the project is to detect the leopards in the images and distinguish each leopards. The semi-supervised learning model is suitable for the project. I use the Faster-RCNN to achive the goal. After working on the problem for serveral days, I notice the Mask-RCNN and I think it can increase my accuracy rate for detection. And the photos I post was the demo images of the Mask-RCNN model. My tools for developing is Intel Optimize Caffe. And I am using the Intel dev Cloud to train my datasets in VOC2012. To increase the accuracy, I will train another model for Mask-RCNN. I hope this project can be optimized to help nonprofit organization in China protect rare animals including leopards and some other spacies.

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