diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..0215c7651e288d9a0ebdb34057c05ea8335da99f 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,53 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+BoxF1_curve.png filter=lfs diff=lfs merge=lfs -text
+BoxP_curve.png filter=lfs diff=lfs merge=lfs -text
+BoxPR_curve.png filter=lfs diff=lfs merge=lfs -text
+BoxR_curve.png filter=lfs diff=lfs merge=lfs -text
+confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
+confusion_matrix_normalized.png filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame2.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame2.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame2_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame3.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame3.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame3_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/notredame_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/urban_fire_0.jpg filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/urban_fire_0_original.jpg filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/urban_fire_1.jpg filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/urban_fire_1_original.jpg filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/urban_fire_2.jpg filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/urban_fire_2_original.jpg filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_0.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_0.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_0_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_1.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_1.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_1_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_2.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_2.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_2_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_3.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_3.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_3_original.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_4.avi filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_4.gif filter=lfs diff=lfs merge=lfs -text
+fire_smoke_box_fresh-detections/wildfire_videos_4_original.gif filter=lfs diff=lfs merge=lfs -text
+labels.jpg filter=lfs diff=lfs merge=lfs -text
+results.png filter=lfs diff=lfs merge=lfs -text
+train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
+train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
+train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
+train_batch26820.jpg filter=lfs diff=lfs merge=lfs -text
+train_batch26821.jpg filter=lfs diff=lfs merge=lfs -text
+train_batch26822.jpg filter=lfs diff=lfs merge=lfs -text
+val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
+val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
+val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
+val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
+val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
+val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
diff --git a/BoxF1_curve.png b/BoxF1_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..cb92e3371f24245ab11555c0858ba7aa69d76b23
--- /dev/null
+++ b/BoxF1_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04a8209a37d14741785bb6c0fa439ef7f2042110009b447f6e4bfab8cd30e438
+size 151764
diff --git a/BoxPR_curve.png b/BoxPR_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..31396ab7bffe05ae6da451ba131b27d6770d19d3
--- /dev/null
+++ b/BoxPR_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d561ba5b81848198aaed3db2c1ca4efa60cae2501610cd389a851c4b10e2b579
+size 143832
diff --git a/BoxP_curve.png b/BoxP_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..e64b6ab85e6bdfaa52205b133afb0c53e1fcda7f
--- /dev/null
+++ b/BoxP_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2bb643543bf2f72a653a5d077c6208cde9f4b4fb40b511360c3d3b6c872ceb0
+size 136338
diff --git a/BoxR_curve.png b/BoxR_curve.png
new file mode 100644
index 0000000000000000000000000000000000000000..f91625be19d01516afdf1719ba61781a5d78caee
--- /dev/null
+++ b/BoxR_curve.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa27ba956752bef6d1cb18e2fabcdcd3909f8c9fb2cb12ab6ae691e6dcb33d4e
+size 154838
diff --git a/args.yaml b/args.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9c36f1533272a94eef8dbbda72a407aa4a45e65e
--- /dev/null
+++ b/args.yaml
@@ -0,0 +1,115 @@
+task: detect
+mode: train
+model: yolo26n.pt
+data: /content/FASDD_CV-3/data.yaml
+epochs: 100
+time: null
+patience: 30
+batch: 256
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: ''
+workers: 12
+project: /content/output
+name: fire_smoke_box_fresh
+exist_ok: false
+pretrained: true
+cls_remap: true
+optimizer: auto
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: 0.0
+compile: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+conf: null
+iou: 0.7
+max_det: 300
+quantize: null
+dnn: false
+plots: true
+end2end: null
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+embed: null
+show: false
+save_frames: false
+save_txt: false
+save_conf: false
+save_crop: false
+show_labels: true
+show_conf: true
+show_boxes: true
+line_width: null
+format: torchscript
+keras: false
+optimize: false
+dynamic: false
+simplify: true
+opset: null
+workspace: null
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+distill_model: null
+dis: 6.0
+box: 7.5
+cls: 0.5
+cls_pw: 0.0
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+rle: 1.0
+angle: 1.0
+dlog: 1.0
+dgrad: 0.5
+dlam: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.0
+cutmix: 0.0
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+cfg: null
+tracker: tracktrack.yaml
+save_dir: /content/output/fire_smoke_box_fresh
diff --git a/best.png b/best.png
new file mode 100644
index 0000000000000000000000000000000000000000..89e90122cdca9c7b7556a363566b244f640a876d
Binary files /dev/null and b/best.png differ
diff --git a/confusion_matrix.png b/confusion_matrix.png
new file mode 100644
index 0000000000000000000000000000000000000000..5ccb186c2dc56674a98d4bac98fa2de08b7196ed
--- /dev/null
+++ b/confusion_matrix.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10e3e297bd3f0098c63054f084edf2987df5a8e866a8cd2ac278c9272f87c9a6
+size 128517
diff --git a/confusion_matrix_normalized.png b/confusion_matrix_normalized.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d46a0cc20c0e23e84bc4d48b5c11d88e79b04ca
--- /dev/null
+++ b/confusion_matrix_normalized.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4ad4a5f6623895191eb291f27ab117a86f17bb685579dcd751841b523de3919
+size 115627
diff --git a/fire_smoke_box_fresh-detections/notredame.avi b/fire_smoke_box_fresh-detections/notredame.avi
new file mode 100644
index 0000000000000000000000000000000000000000..9c64437a954d28f7f248d487f57aadeb7b2bcfb1
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6b5ce7801fa8666f6fffbe6c856528afc0f2138dd045062ac2f319ec9239671
+size 57702140
diff --git a/fire_smoke_box_fresh-detections/notredame.gif b/fire_smoke_box_fresh-detections/notredame.gif
new file mode 100644
index 0000000000000000000000000000000000000000..d732db6ed098c5564bb7bf9e92996b035ee6b453
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13edd6462a5c84342a6c2e8835aa51bc579eb37b5f07992bc9cf632227e640d6
+size 5154100
diff --git a/fire_smoke_box_fresh-detections/notredame2.avi b/fire_smoke_box_fresh-detections/notredame2.avi
new file mode 100644
index 0000000000000000000000000000000000000000..c3de82fca227509ff5007b27e5accce4bade4347
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame2.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa31be48ed8d2da82516afed558984bc5fdbafd2bdfa7e1f687f5d4ad6b3b7bb
+size 100885086
diff --git a/fire_smoke_box_fresh-detections/notredame2.gif b/fire_smoke_box_fresh-detections/notredame2.gif
new file mode 100644
index 0000000000000000000000000000000000000000..727ce9fa09f584756172ae06dc1b1ad0e10a23bf
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame2.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08477b87fcabd6ac3f1695fd5da095849cc2f06e2ac685b6aa657b54a6de6bd1
+size 6202686
diff --git a/fire_smoke_box_fresh-detections/notredame2_original.gif b/fire_smoke_box_fresh-detections/notredame2_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..8839fe06daa65b715ecfece0aaad60cf4127c545
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame2_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd30ff4296b05d35427c41eb4531c96600a5b8284cf5716d85a9ac583135fa90
+size 5991414
diff --git a/fire_smoke_box_fresh-detections/notredame3.avi b/fire_smoke_box_fresh-detections/notredame3.avi
new file mode 100644
index 0000000000000000000000000000000000000000..db55a113250639e5bbeb920a021f31cc8993b578
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame3.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31f417214256d8ca330b4425a69a9a74247a8755793e8ee9265b9bc52e1860e0
+size 5853390
diff --git a/fire_smoke_box_fresh-detections/notredame3.gif b/fire_smoke_box_fresh-detections/notredame3.gif
new file mode 100644
index 0000000000000000000000000000000000000000..e44f52c1d7312a007fc9ef53adb3cc700b24cf3f
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame3.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:863f6a7e6039c00300d9ee4c79cf6d49187f5550db44ebd5016e4a2bea9edba4
+size 397028
diff --git a/fire_smoke_box_fresh-detections/notredame3_original.gif b/fire_smoke_box_fresh-detections/notredame3_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..712019d43e65750ae552c58cf18e46eba950e985
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame3_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1523f52f57a0eeb93f1140012cd1abd80bca81143298f649aa0b1893ba0ef32b
+size 353957
diff --git a/fire_smoke_box_fresh-detections/notredame_original.gif b/fire_smoke_box_fresh-detections/notredame_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..417d76bc6cce2df2cd0f0d96904785fab22d9149
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/notredame_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95462d4970c397bc853a99650e92d5cc58242dd4c824f82ccd5a9d0f7d0951b8
+size 4756835
diff --git a/fire_smoke_box_fresh-detections/urban_fire_0.jpg b/fire_smoke_box_fresh-detections/urban_fire_0.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4958f61b71404ebf9c695ad6f6d3570958d3eccf
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/urban_fire_0.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc319f6df11423ce54171afb7ef40a304052ed375cfa3daf149f296a919050f2
+size 199421
diff --git a/fire_smoke_box_fresh-detections/urban_fire_0_original.jpg b/fire_smoke_box_fresh-detections/urban_fire_0_original.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1c7c12040dcabdc5346558eaa1d0dfbb5420e0ce
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/urban_fire_0_original.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0588e580f9b1f1e3dc359adabf329bebe4b89f9912f364deb61028b638d53997
+size 156664
diff --git a/fire_smoke_box_fresh-detections/urban_fire_1.jpg b/fire_smoke_box_fresh-detections/urban_fire_1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9df00a3a85799e0dcff1ac30afc8612e0298bc1c
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/urban_fire_1.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:319dd9d30be7c1c87f57404b7d577eeced1f646461eff6b614241bf481c10c07
+size 184069
diff --git a/fire_smoke_box_fresh-detections/urban_fire_1_original.jpg b/fire_smoke_box_fresh-detections/urban_fire_1_original.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c9d0868aa100ccd750369525cea3b557900b231b
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/urban_fire_1_original.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f8cbe6398ec07765c00f56d6868953ab4011f6cab04c99ae7d87a5d0e04fd04
+size 317018
diff --git a/fire_smoke_box_fresh-detections/urban_fire_2.jpg b/fire_smoke_box_fresh-detections/urban_fire_2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b7dc59608f1c32105a2449dd8a2ecfc4ccd74435
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/urban_fire_2.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40b04d482f3ffbc926dbe67d7d025e3f6829ef95a6698bb0c36f6cad5a4947b9
+size 491109
diff --git a/fire_smoke_box_fresh-detections/urban_fire_2_original.jpg b/fire_smoke_box_fresh-detections/urban_fire_2_original.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5ef7e608f8c827ad8ef998fd7c5b7537e6f60c92
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/urban_fire_2_original.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bf9d32d0353c6aa66be58c410013f5262033ae3106f7aabb1c4fc29aab1ba54
+size 330482
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_0.avi b/fire_smoke_box_fresh-detections/wildfire_videos_0.avi
new file mode 100644
index 0000000000000000000000000000000000000000..f9af025fd901085e565ff6b57747a84bfd1156a3
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_0.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d61063efbe19839fc5a6d16d1ecf89651d8052361a8bf6f2899a39669e8d2f3
+size 10406158
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_0.gif b/fire_smoke_box_fresh-detections/wildfire_videos_0.gif
new file mode 100644
index 0000000000000000000000000000000000000000..c7feaa8bed27313a0ce5ecba462a84b7f1ef1dc5
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_0.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4edcd6b729a2848fffb1ae3e4f485a00a17c733c32327d3047d61826ca416b7e
+size 4484649
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_0_original.gif b/fire_smoke_box_fresh-detections/wildfire_videos_0_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..158450c7176defd186c0b8fad44f39f61238e33a
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_0_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e7d838d0b3acc6330ada79becbe99622a58a715e0e4b717b2e410ff07e004a2
+size 4750190
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_1.avi b/fire_smoke_box_fresh-detections/wildfire_videos_1.avi
new file mode 100644
index 0000000000000000000000000000000000000000..cfabc3fd51ef5c32c10d6993e74b501fda8b0832
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_1.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:207e2d5f06b73d3df869972fe0ba39c77b0ba3eb309c493d6da0e1a580382eae
+size 24408386
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_1.gif b/fire_smoke_box_fresh-detections/wildfire_videos_1.gif
new file mode 100644
index 0000000000000000000000000000000000000000..b6d996b482ea2430a635997afdfd733cc9a22279
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_1.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:348e5ebab790471fe044e85251820dc6e21245bfe51114d697aca9e2d826df96
+size 1211603
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_1_original.gif b/fire_smoke_box_fresh-detections/wildfire_videos_1_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..a44ed13d66d7fac3933f275c03647a1b4faff156
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_1_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0380e85fc96a5b2632d48629e071a2ef39f8286706f4300e018bf94ac1d722d0
+size 1156254
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_2.avi b/fire_smoke_box_fresh-detections/wildfire_videos_2.avi
new file mode 100644
index 0000000000000000000000000000000000000000..ae3b50f7c0e0dd8829294222d7c3bcdde1637c66
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_2.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f644f27c03f2c571a157ade748a237588e33b73bd502ff72e256cc2dc6d692d9
+size 115487908
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_2.gif b/fire_smoke_box_fresh-detections/wildfire_videos_2.gif
new file mode 100644
index 0000000000000000000000000000000000000000..4f624c07c18df1e56efd138bcb3bbed735873d70
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_2.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1da14206ea78306a317f57e2c7cd2ab913a039a50a9c421ba3516c2fc1995b20
+size 5576760
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_2_original.gif b/fire_smoke_box_fresh-detections/wildfire_videos_2_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..59d130043b6eef53625366f0b2c00fba679e377e
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_2_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50bee4edb6a176b83853f5abcead86f6d2fd86bb5523856d204854cad1872723
+size 5818757
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_3.avi b/fire_smoke_box_fresh-detections/wildfire_videos_3.avi
new file mode 100644
index 0000000000000000000000000000000000000000..c5a1f9002d30be2897de0e808e39dcbfca2db9ea
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_3.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:180eb4999ceeb9ca7679a8e71c2d0210f43fe4ad62a9f674cc746e9ad6090111
+size 78648780
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_3.gif b/fire_smoke_box_fresh-detections/wildfire_videos_3.gif
new file mode 100644
index 0000000000000000000000000000000000000000..a04ee630bba836e98e6cedea53bf013c487ba4b9
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_3.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec35016aa86446751916413bce4dd9c1842c338f583268fd933807f75fef88ce
+size 2764285
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_3_original.gif b/fire_smoke_box_fresh-detections/wildfire_videos_3_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..b4cdd1d8190e964202ed4342e9640186b3a30c3b
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_3_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b0f646d489c0b751718a82468f448f42d92b944fce2b9c79b77c528c5373db7
+size 2811535
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_4.avi b/fire_smoke_box_fresh-detections/wildfire_videos_4.avi
new file mode 100644
index 0000000000000000000000000000000000000000..4dc87b235059c26675110abc30415c1e55b2a243
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_4.avi
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dcb31200c34cb5660aae26ee8e0d61b7c36feca7b3908901b1c27d96134b43a
+size 51341492
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_4.gif b/fire_smoke_box_fresh-detections/wildfire_videos_4.gif
new file mode 100644
index 0000000000000000000000000000000000000000..c9e37831e91a3abc6c8466bfe57a299ac01e494b
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_4.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09a99f602f0f8daae62bc10df82afe4b3bfa714ce882e7c3c5e0cf1c888b5bcb
+size 2143546
diff --git a/fire_smoke_box_fresh-detections/wildfire_videos_4_original.gif b/fire_smoke_box_fresh-detections/wildfire_videos_4_original.gif
new file mode 100644
index 0000000000000000000000000000000000000000..c3fd4f6cdb4ca4ce2af25a7fcdd5258a9aee6dc0
--- /dev/null
+++ b/fire_smoke_box_fresh-detections/wildfire_videos_4_original.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d1712aba8038a2563bdb0d682ed14b08ffc2ba8253d6fd7eae7771defa4fda
+size 2274568
diff --git a/labels.jpg b/labels.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fc16618aa22930ceaeb7ddd4f4768b8d4e274ad7
--- /dev/null
+++ b/labels.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2ba3c3e0382043da051ff6aa394117ab0c566082d590738b72e3b4db12b905f
+size 137083
diff --git a/results.csv b/results.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d857d25b0e6b635eef99b706966254f36d4b1eb0
--- /dev/null
+++ b/results.csv
@@ -0,0 +1,101 @@
+epoch,time,train/box_loss,train/cls_loss,train/l1_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/l1_loss,lr/pg0,lr/pg1,lr/pg2,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
+1,288.394,1.40884,4.20082,0.01228,0.61217,0.47707,0.52037,0.29307,1.41535,2.3085,0.01747,0.00996644,0.00332215,0.00996644,0.00332215,0.00996644,0.00332215,0.00996644,0.00332215
+2,539.48,1.42923,1.89457,0.01287,0.61669,0.51563,0.56126,0.32497,1.48505,1.74962,0.01868,0.0197688,0.00658959,0.0197688,0.00658959,0.0197688,0.00658959,0.0197688,0.00658959
+3,791.215,1.50147,1.71789,0.01382,0.57209,0.44782,0.47597,0.2439,1.72706,1.95204,0.02407,0.0293731,0.00979104,0.0293731,0.00979104,0.0293731,0.00979104,0.0293731,0.00979104
+4,1042.63,1.54326,1.68137,0.01439,0.6166,0.46485,0.51305,0.27326,1.62638,1.91563,0.02165,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703
+5,1294.78,1.52375,1.61583,0.01402,0.68894,0.57015,0.64101,0.37125,1.52548,1.53763,0.01976,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604
+6,1546.43,1.5138,1.56293,0.0139,0.63846,0.51863,0.58435,0.33086,1.57465,1.64973,0.02094,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505
+7,1798.26,1.49459,1.54225,0.01367,0.70793,0.56689,0.64846,0.38227,1.5001,1.46308,0.01921,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406
+8,2049.73,1.49029,1.51498,0.0136,0.68504,0.58017,0.6532,0.38281,1.48926,1.41562,0.01926,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307
+9,2301.01,1.47724,1.5036,0.01344,0.69943,0.58544,0.65306,0.38813,1.46334,1.40982,0.01884,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208
+10,2553.03,1.47296,1.48949,0.01337,0.68832,0.59867,0.67184,0.40399,1.46936,1.36552,0.01867,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109
+11,2805.45,1.46274,1.467,0.01329,0.69231,0.55599,0.63196,0.36799,1.50023,1.48361,0.01904,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901
+12,3056.89,1.46198,1.45332,0.01319,0.72032,0.60212,0.68673,0.42067,1.42664,1.30788,0.0179,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911
+13,3308.07,1.45682,1.44502,0.01317,0.67324,0.50332,0.58446,0.34696,1.52353,1.7268,0.02019,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812
+14,3559.38,1.44957,1.4328,0.01319,0.69928,0.60191,0.67664,0.40334,1.43048,1.33258,0.01807,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713
+15,3810.91,1.44975,1.42959,0.01303,0.74266,0.6069,0.69589,0.42163,1.43129,1.27167,0.0178,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614
+16,4061.84,1.44348,1.42181,0.01299,0.73886,0.61439,0.70586,0.44008,1.3913,1.24032,0.01721,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515
+17,4313.49,1.44007,1.41689,0.01294,0.74154,0.62919,0.71494,0.44552,1.36401,1.23813,0.01668,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416
+18,4564.5,1.44054,1.41541,0.01293,0.74877,0.63685,0.72254,0.45641,1.37116,1.20007,0.01699,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317
+19,4817.33,1.43794,1.4026,0.01286,0.72929,0.63138,0.71868,0.45985,1.36036,1.18143,0.01672,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218
+20,5068.38,1.43117,1.39394,0.01285,0.75075,0.62777,0.72131,0.45697,1.35587,1.20148,0.01674,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119
+21,5320.63,1.42688,1.39907,0.01282,0.74536,0.63495,0.72279,0.46219,1.35002,1.17,0.01635,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802
+22,5571.74,1.42906,1.38593,0.01285,0.75188,0.63505,0.73026,0.46379,1.33989,1.1744,0.01625,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921
+23,5823.2,1.42479,1.38066,0.01277,0.74425,0.63951,0.73146,0.47104,1.33921,1.14766,0.01644,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822
+24,6074.53,1.42689,1.37587,0.01273,0.76508,0.64256,0.73882,0.4805,1.32381,1.1331,0.01609,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723
+25,6326.38,1.42021,1.37731,0.01267,0.75359,0.64686,0.74038,0.48072,1.31477,1.14883,0.01593,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624
+26,6578.23,1.42066,1.36346,0.01269,0.757,0.65967,0.74747,0.48759,1.30553,1.11586,0.01578,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525
+27,6830.49,1.41035,1.36339,0.01265,0.75644,0.6571,0.74455,0.48908,1.29705,1.12596,0.01557,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426
+28,7081.37,1.41245,1.35927,0.01263,0.76355,0.66179,0.74897,0.4906,1.29439,1.1111,0.01556,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327
+29,7332.21,1.41184,1.35945,0.01253,0.7637,0.65609,0.74925,0.49476,1.2907,1.09689,0.01547,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228
+30,7583.62,1.40911,1.35151,0.01255,0.75667,0.66567,0.7528,0.49587,1.29153,1.08645,0.01545,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129
+31,7835.3,1.40919,1.34894,0.0125,0.76934,0.65784,0.75397,0.4969,1.27725,1.11351,0.01522,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
+32,8086.4,1.40624,1.34913,0.01251,0.76117,0.66228,0.75558,0.50146,1.27532,1.08815,0.01524,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931
+33,8337.64,1.40192,1.33888,0.01246,0.77156,0.66539,0.75707,0.50186,1.27038,1.08884,0.01506,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832
+34,8588.22,1.39752,1.33799,0.01246,0.75773,0.66754,0.75763,0.50443,1.26958,1.07407,0.01504,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733
+35,8840.15,1.39882,1.33462,0.01242,0.75601,0.67257,0.75827,0.50586,1.26383,1.0799,0.01492,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634
+36,9091.94,1.39776,1.32684,0.01234,0.76417,0.66933,0.76142,0.50774,1.25704,1.08311,0.0148,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535
+37,9343.71,1.39454,1.32782,0.01226,0.76917,0.66745,0.76308,0.50931,1.25723,1.07575,0.01478,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436
+38,9594.32,1.39559,1.32383,0.0123,0.77229,0.66441,0.76027,0.50877,1.25693,1.07142,0.0148,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337
+39,9845.25,1.39193,1.31188,0.0123,0.77757,0.6647,0.76271,0.51169,1.25236,1.07081,0.0147,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238
+40,10096.6,1.38777,1.31335,0.01228,0.77301,0.66927,0.76465,0.51362,1.24978,1.06666,0.01468,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139
+41,10347.3,1.38988,1.2967,0.01227,0.78454,0.66388,0.76617,0.51484,1.24949,1.06322,0.01471,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
+42,10598.4,1.38576,1.3061,0.01224,0.77731,0.66941,0.76619,0.51557,1.24621,1.06439,0.01463,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941
+43,10849.3,1.37567,1.29929,0.01216,0.77301,0.67005,0.76686,0.51758,1.24237,1.05511,0.01452,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842
+44,11100.7,1.3836,1.29376,0.01221,0.77036,0.67328,0.76541,0.51692,1.2374,1.06328,0.01447,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743
+45,11351.5,1.37411,1.29099,0.01215,0.77258,0.67341,0.76752,0.51812,1.23889,1.05513,0.01449,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644
+46,11602.7,1.37679,1.29472,0.01205,0.77233,0.67232,0.76665,0.51778,1.23765,1.05417,0.01445,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545
+47,11853.8,1.37039,1.28544,0.01206,0.77797,0.66742,0.76693,0.51788,1.23794,1.05378,0.01445,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446
+48,12105.1,1.37342,1.27505,0.0121,0.78012,0.66733,0.76818,0.51826,1.23702,1.05403,0.01444,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347
+49,12356.3,1.36547,1.27779,0.01199,0.77835,0.66925,0.76813,0.51846,1.23635,1.05372,0.01445,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248
+50,12607.7,1.3623,1.27222,0.01198,0.78132,0.66813,0.76935,0.51963,1.23539,1.04993,0.01444,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149
+51,12859.9,1.35635,1.27051,0.01195,0.77819,0.66802,0.76757,0.51941,1.23448,1.04989,0.01443,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
+52,13111.5,1.35646,1.26547,0.01186,0.77839,0.66923,0.76819,0.51958,1.23337,1.04782,0.0144,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951
+53,13362.6,1.35505,1.25818,0.01179,0.77709,0.66997,0.76912,0.52106,1.23048,1.04867,0.01434,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852
+54,13614.7,1.35078,1.2512,0.01191,0.77351,0.67597,0.77062,0.52147,1.22819,1.04869,0.0143,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753
+55,13867.1,1.35716,1.24256,0.01187,0.77582,0.67409,0.77044,0.52204,1.22728,1.04806,0.01428,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654
+56,14118.1,1.34979,1.24355,0.0118,0.77335,0.67477,0.77043,0.52237,1.22763,1.04554,0.01429,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555
+57,14368.5,1.35157,1.23538,0.01178,0.77678,0.67342,0.77064,0.52277,1.22704,1.04101,0.01427,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456
+58,14619.3,1.34641,1.23289,0.01172,0.77433,0.67488,0.77056,0.52293,1.22686,1.03901,0.01427,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357
+59,14870.3,1.34498,1.23205,0.01175,0.77853,0.67345,0.77051,0.52308,1.225,1.03993,0.01423,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258
+60,15121.3,1.34115,1.22602,0.01166,0.78067,0.67297,0.77093,0.52334,1.22434,1.03811,0.01421,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159
+61,15371,1.34063,1.22271,0.01163,0.77904,0.67339,0.771,0.52341,1.22337,1.03877,0.01419,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
+62,15621.9,1.33894,1.22147,0.01167,0.7861,0.66937,0.77123,0.524,1.22263,1.03897,0.01416,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961
+63,15872.8,1.33456,1.20955,0.01157,0.78479,0.66731,0.77032,0.52401,1.22179,1.03819,0.01415,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862
+64,16123.6,1.32934,1.20792,0.01152,0.78076,0.67123,0.7698,0.5242,1.21989,1.03796,0.01412,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763
+65,16373.9,1.32742,1.19713,0.01154,0.78368,0.66951,0.77045,0.52447,1.2195,1.03665,0.01411,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664
+66,16624.4,1.32333,1.19648,0.01137,0.78372,0.67049,0.77126,0.52517,1.21896,1.03572,0.0141,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565
+67,16875.2,1.318,1.18834,0.01139,0.77975,0.6717,0.77119,0.52524,1.21741,1.03603,0.01408,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466
+68,17125.7,1.31808,1.18498,0.01141,0.77651,0.67407,0.7716,0.52529,1.2165,1.03658,0.01405,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367
+69,17376.6,1.31438,1.18013,0.01133,0.77451,0.67671,0.77129,0.52521,1.21645,1.03646,0.01404,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268
+70,17628.1,1.31501,1.17875,0.0113,0.78319,0.67257,0.77193,0.52562,1.21678,1.03497,0.01404,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169
+71,17878.5,1.3071,1.17442,0.01118,0.77822,0.67583,0.77148,0.52557,1.21603,1.0341,0.01403,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
+72,18129.4,1.31172,1.16549,0.0112,0.77944,0.67475,0.77186,0.52566,1.21604,1.03268,0.01404,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971
+73,18380.7,1.29994,1.16513,0.01117,0.77972,0.67401,0.77177,0.5256,1.21554,1.03305,0.01403,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872
+74,18631.7,1.29416,1.1535,0.01114,0.77884,0.67635,0.77244,0.52608,1.21491,1.03192,0.01402,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773
+75,18882.3,1.29256,1.14091,0.01103,0.77949,0.67723,0.77296,0.5265,1.21482,1.03047,0.01401,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674
+76,19132.7,1.29685,1.14166,0.01111,0.78336,0.6748,0.77325,0.52655,1.21428,1.03054,0.014,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575
+77,19382.5,1.28482,1.13064,0.01097,0.77881,0.67723,0.77334,0.52667,1.21344,1.03142,0.01398,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476
+78,19632.7,1.28041,1.12517,0.01086,0.78305,0.67402,0.77355,0.52693,1.21308,1.03058,0.01396,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377
+79,19883.5,1.27958,1.13086,0.01088,0.78241,0.67461,0.77333,0.52708,1.21334,1.02879,0.01397,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278
+80,20135.2,1.27315,1.11475,0.0108,0.78507,0.67238,0.77308,0.527,1.2132,1.0293,0.01397,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179
+81,20385.3,1.27104,1.10551,0.01078,0.78716,0.67147,0.77312,0.52704,1.21327,1.02881,0.01398,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
+82,20635.7,1.26874,1.10126,0.01069,0.78794,0.66968,0.7727,0.52705,1.21263,1.02993,0.01396,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981
+83,20886.2,1.26449,1.08969,0.0107,0.7871,0.66927,0.77248,0.52708,1.2121,1.03007,0.01394,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882
+84,21138.1,1.25908,1.08936,0.01065,0.78367,0.67238,0.77196,0.5272,1.21211,1.03016,0.01394,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783
+85,21388,1.25672,1.07141,0.01058,0.78604,0.67139,0.77204,0.52731,1.21195,1.02987,0.01393,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684
+86,21638.1,1.25423,1.06812,0.01055,0.78363,0.67094,0.77133,0.52689,1.21088,1.03191,0.01391,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585
+87,21889.1,1.24236,1.05525,0.01043,0.7827,0.66988,0.77121,0.52668,1.21095,1.03203,0.01391,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486
+88,22139.1,1.24071,1.05112,0.0104,0.78067,0.66992,0.77097,0.52678,1.21152,1.03184,0.01392,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387
+89,22389.5,1.23311,1.04376,0.01041,0.78398,0.66887,0.77114,0.52693,1.21195,1.03234,0.01393,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288
+90,22640.4,1.23133,1.03351,0.01025,0.78634,0.66737,0.77107,0.52693,1.21176,1.03319,0.01393,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189
+91,22904,1.22805,0.92579,0.01187,0.78507,0.66831,0.7705,0.52667,1.21214,1.03422,0.01393,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
+92,23148.8,1.21248,0.90062,0.01166,0.78373,0.6676,0.77014,0.52639,1.21125,1.0366,0.01393,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991
+93,23394.2,1.20496,0.87769,0.01153,0.78586,0.66735,0.76996,0.52644,1.2114,1.03737,0.01393,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892
+94,23639,1.19778,0.86111,0.01133,0.78924,0.66365,0.76978,0.52639,1.21221,1.03804,0.01395,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793
+95,23884.7,1.18564,0.84489,0.01119,0.78964,0.66286,0.76906,0.52606,1.21294,1.03881,0.01397,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694
+96,24130.3,1.18133,0.8398,0.0111,0.78504,0.66445,0.76845,0.52551,1.21268,1.04213,0.01397,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595
+97,24375.7,1.16753,0.82481,0.01094,0.78347,0.66514,0.76844,0.52584,1.21342,1.04343,0.01399,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496
+98,24621.5,1.16138,0.80941,0.01082,0.78461,0.66482,0.76808,0.52572,1.21315,1.04639,0.01397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397
+99,24866.4,1.15504,0.80211,0.0107,0.78216,0.66652,0.76705,0.52536,1.21397,1.04851,0.01399,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298
+100,25111.7,1.14591,0.78322,0.01056,0.78241,0.66771,0.76653,0.5251,1.215,1.04955,0.01401,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199
diff --git a/results.png b/results.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e1c634203938d7692df7cd047e33a6b0233728e
--- /dev/null
+++ b/results.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd26760b1de3d0881c90881af97df4a3abd0d1c5f916746df2895e6f0cc98b5b
+size 269286
diff --git a/train_batch0.jpg b/train_batch0.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5a05e4ef7317207e04ff7346ac4cfc788876a32f
--- /dev/null
+++ b/train_batch0.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfdebb70bcf2d6e384dbe2c60768165c19f188d1f00ceafc68cfe0cdda23e74c
+size 553246
diff --git a/train_batch1.jpg b/train_batch1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2d4afb621643b6d34cbbe1a141c5a83917933cd2
--- /dev/null
+++ b/train_batch1.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa415cbdea586b8bbb7dc4e3c2f640e9beea1a021c4e881dc857b91a9c080e1a
+size 565683
diff --git a/train_batch2.jpg b/train_batch2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0efe7dbf5ece0c34c788a9a34b1f9001d54bd369
--- /dev/null
+++ b/train_batch2.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6ec426eff8d547f6ee240741e4372f99c956458f8def5f85b5b787b6c302ccc
+size 657640
diff --git a/train_batch26820.jpg b/train_batch26820.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fdc7aa0f8c5b708a44276da4070d402e65c63eab
--- /dev/null
+++ b/train_batch26820.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b364508eb5fe2b657716755cbf212c9365f0150cf6d74dfc12d32ddd2c9d8e43
+size 393722
diff --git a/train_batch26821.jpg b/train_batch26821.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dbb8716255b2478f0b06d2a0a37a6e810397b630
--- /dev/null
+++ b/train_batch26821.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25d269ff532fbc95c61eec7ef27c90a3c3d1d9b621308bf43494f6f77ec3c474
+size 438447
diff --git a/train_batch26822.jpg b/train_batch26822.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..20b9dd9ec9b05eccce675505270a267aa8502035
--- /dev/null
+++ b/train_batch26822.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9264ae699d81da6d6983dbf34d45d36e79dbb10e0a53f3e222e497cdd338f7e5
+size 455443
diff --git a/val_batch0_labels.jpg b/val_batch0_labels.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8132d66ab6a017ea4e5d260a853510198757041c
--- /dev/null
+++ b/val_batch0_labels.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55d9922ba8be7663560ba05c571a3ab839d24bdce1fc2135fc9143c2c2e1abf7
+size 348301
diff --git a/val_batch0_pred.jpg b/val_batch0_pred.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a724a11648c9f18f54699f76bc99bf44c3eadc7e
--- /dev/null
+++ b/val_batch0_pred.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29bde481c4fa17d51329c6d82fd8d0aa06d6491b347076b1442bb31b3758e2fe
+size 355307
diff --git a/val_batch1_labels.jpg b/val_batch1_labels.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2eeda6a73924169ed8e0ff6ffd70c9313c182251
--- /dev/null
+++ b/val_batch1_labels.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1eb50127d183b5ecb68c897a4e2792cd3720436d1c54d4d7576efbcc55f6b36
+size 398490
diff --git a/val_batch1_pred.jpg b/val_batch1_pred.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..93561c2ff9dbeac7a7537928ebbaf8d736e5fba7
--- /dev/null
+++ b/val_batch1_pred.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9bf4ae345b61233f31fb536a84deac9db210f5c20f2057d4fc8cc86a00590c2
+size 403248
diff --git a/val_batch2_labels.jpg b/val_batch2_labels.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..38ac69900a93a3e4fa483a4f961077d74c80239a
--- /dev/null
+++ b/val_batch2_labels.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae05cec99d79d5c00aa9da1b89fb63ae51d438f30022aa654089616fdfbf029a
+size 366776
diff --git a/val_batch2_pred.jpg b/val_batch2_pred.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6b18176ebb81e5c05530374bb83f3c6c7c720e18
--- /dev/null
+++ b/val_batch2_pred.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fa90e8658731edcb78dc40f7a2722b2b776df312bf349c6471aa346517b21b5
+size 372365
diff --git a/weights/best.pt b/weights/best.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e032b48f69f91ed82fd41c49e8ed1d83bd07b74f
--- /dev/null
+++ b/weights/best.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2b0be214f45fa01d2044b960c3cb4da4bf65c06a89cf0a1967b0d40e8db4b98
+size 5377541
diff --git a/weights/last.pt b/weights/last.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4a11d5da7bfca5e6fed44de5459de537fee570b
--- /dev/null
+++ b/weights/last.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83d3438caa23afc162c2d9845cd772acb614d44e08c27af8870836e45c89b573
+size 5377541