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ai-tech-interview icon ai-tech-interview

๐Ÿ‘ฉโ€๐Ÿ’ป๐Ÿ‘จโ€๐Ÿ’ป AI ์—”์ง€๋‹ˆ์–ด ๊ธฐ์ˆ  ๋ฉด์ ‘ ์Šคํ„ฐ๋””

algorithm_study icon algorithm_study

programmers์—์„œ ๋‚˜์˜จ ๋ฌธ์ œ๋“ค์„ ๋‹ค๋ค„๋ณด๋ฉฐ ๊ทธ์— ๋Œ€ํ•œ ํ•ด๋‹ต์„ ์ ์–ด๋ณด๋Š” ๊ณต๋ถ€๋ฅผ ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

boostcamp-ai-tech-til icon boostcamp-ai-tech-til

๐Ÿš€ ๋ถ€์ŠคํŠธ์บ ํ”„ ๊ธฐ๊ฐ„ ๋™์•ˆ์˜ ํ•™์Šต ์ •๋ฆฌ ๊ธฐ๋ก

cau_2022 icon cau_2022

์ค‘์•™๋Œ€ํ•™๊ต 2022๋…„ ํŒŒ์ด์ฌ ์‹ฌํ™” ๊ณผ์ •

data_augmentation icon data_augmentation

You can extract frame from a video. You can use VGG image Annotator at https://www.robots.ox.ac.uk/~vgg/software/via/via_demo.html. You can use data augmentation by using labeling data and image.

mmdetection_trash_data icon mmdetection_trash_data

mmdetection์„ ํ™œ์šฉํ•˜์—ฌ ์“ฐ๋ ˆ๊ธฐ ๋ฐ์ดํ„ฐ object detection์„ ํ•˜๋Š” ์ฝ”๋“œ์ž…๋‹ˆ๋‹ค.

object_detection_using_yolov5 icon object_detection_using_yolov5

์Šค๋งˆํŠธ ๊ทธ๋ฆฌ๋“œ๋ฅผ ์œ„ํ•œ ์˜ค๋ธŒ์ ํŠธ ๋ถ„๋ฅ˜๋ฅผ ์œ„ํ•˜์—ฌ yolo v5๋ฅผ ํ™œ์šฉํ•ด ์ปค์Šคํ…€ ํŠธ๋ ˆ์ด๋‹์„ ์‹ค์‹œํ•˜์˜€์Šต๋‹ˆ๋‹ค.

study_keras_deeplearning icon study_keras_deeplearning

์ผ€๋ผ์Šค ์ฐฝ์‹œ์ž์—๊ฒŒ ๋ฐฐ์šฐ๋Š” ๋”ฅ๋Ÿฌ๋‹์„ ๊ณต๋ถ€ํ•˜๋ฉฐ ๊ธฐ๋ก์„ ๋‚จ๊ฒจ ๋†“์€ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

tech-interview-for-developer icon tech-interview-for-developer

๐Ÿ‘ถ๐Ÿป ์‹ ์ž… ๊ฐœ๋ฐœ์ž ์ „๊ณต ์ง€์‹ & ๊ธฐ์ˆ  ๋ฉด์ ‘ ๋ฐฑ๊ณผ์‚ฌ์ „ ๐Ÿ“–

yolov5 icon yolov5

YOLOv5 ๐Ÿš€ in PyTorch > ONNX > CoreML > TFLite

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