https://simplestory.github.io/en/categories/2020/Recent content in 2020 on SimplestoryHugoen-usSimplestoryFri, 20 Nov 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20201120_0595a0de31914bca4c526fb50d30b2dd/Fri, 20 Nov 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20201120_0595a0de31914bca4c526fb50d30b2dd/Object Detection in 20 Yearshttps://simplestory.github.io/en/posts/20201025_93f382c06f3476ad1f59351e0d99f842/Sun, 25 Oct 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20201025_93f382c06f3476ad1f59351e0d99f842/Objects as Pointshttps://simplestory.github.io/en/posts/20201018_25c3043509dadf35f8ecc40adf5a369c/Sun, 18 Oct 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20201018_25c3043509dadf35f8ecc40adf5a369c/some loss functionhttps://simplestory.github.io/en/posts/20201003_fc3691951ecd38cc130a442bcc0566ed/Sat, 03 Oct 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20201003_fc3691951ecd38cc130a442bcc0566ed/EfficientX basic familyhttps://simplestory.github.io/en/posts/20200926_ffb198e96e96a613e471e2f2eb1ae86c/Sat, 26 Sep 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20200926_ffb198e96e96a613e471e2f2eb1ae86c/<blockquote> <p>IoU is an important metric in object detection; it measures how good a predicted box is by computing the ratio of the intersection to the union of the predicted box and the ground truth box. But the usual bounding box adjustment function generally adopts the L2 norm, that is, the loss is computed in an MSE manner, and some studies have shown that this is not the optimal optimization function, hence the IOU loss functions.</p> </blockquote>https://simplestory.github.io/en/posts/20200426_02a6a4457d33491491495f7fe2b383d1/Sun, 26 Apr 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20200426_02a6a4457d33491491495f7fe2b383d1/Inverted Residuals and Linear Bottleneckshttps://simplestory.github.io/en/posts/20200210_ba14ebd4efe67efd08cdc6410e758633/Mon, 10 Feb 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20200210_ba14ebd4efe67efd08cdc6410e758633/without bells and whistleshttps://simplestory.github.io/en/posts/20200115_1789a504337212c61f0b46c458695b7c/Fri, 17 Jan 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20200115_1789a504337212c61f0b46c458695b7c/An Incremental Improvementhttps://simplestory.github.io/en/posts/20200110_aa4020065e766e48007d2b3ae229757d/Fri, 10 Jan 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20200110_aa4020065e766e48007d2b3ae229757d/Better, Faster, Strongerhttps://simplestory.github.io/en/posts/20200101_83ba412c3f5a7a54968bf73cc917cd13/Wed, 01 Jan 2020 00:00:00 +0000https://simplestory.github.io/en/posts/20200101_83ba412c3f5a7a54968bf73cc917cd13/You Only Look Once