YOLO weights

YOLO_MATH/yolo_split_data/data.yaml

@@ -0,0 +1,15 @@
+# data.yaml (Save this next to the 'yolo_split_data' folder)
+
+# Root path where the split data is located
+path: /home/dipesh/Downloads/api-mcq/YOLO_MATH/yolo_split_data
+
+# Paths to the split directories (relative to the 'path' above)
+train: images/train
+val: images/val
+test: images/test
+
+# Number of classes
+nc: 2
+
+# Class names
+names: ['equation', 'figure']

YOLO_MATH/yolo_split_data/runs/detect/math_figure_detector_v3/args.yaml

@@ -0,0 +1,106 @@
+task: detect
+mode: train
+model: ./runs/detect/math_figure_detector_final2/weights/best.pt
+data: ./data.yaml
+epochs: 50
+time: null
+patience: 50
+batch: 8
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: cpu
+workers: 8
+project: runs/detect
+name: math_figure_detector_v3
+exist_ok: false
+pretrained: 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: false
+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
+half: false
+dnn: false
+plots: true
+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
+int8: 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
+box: 7.5
+cls: 0.5
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 5.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.5
+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: botsort.yaml
+save_dir: /home/dipesh/Downloads/api-mcq/YOLO_MATH/yolo_split_data/runs/detect/math_figure_detector_v3

YOLO_MATH/yolo_split_data/runs/detect/math_figure_detector_v3/weights/best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30e67325439ec2068de08eda75160a2228bce4bee4ddf7c243f8ebb09b75d327
+size 6235171

YOLO_MATH/yolo_split_data/runs/detect/math_figure_detector_v3/weights/last.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:312749aad61dad27ee200320f5d83ca87eea859c473902acf363e95c50790488
+size 6235171

packages.txt

@@ -0,0 +1,4 @@
+
+tesseract-ocr
+tesseract-ocr-eng
+libglib2.0-0

requirements.txt

@@ -5,8 +5,9 @@ gradio==4.44.0
 torch==2.1.0+cpu
 --extra-index-url https://download.pytorch.org/whl/cpu
 
-# Transformers and NLP
-transformers==4.35.0
+# Transformers and NLP - Updated versions for compatibility
+transformers==4.37.0
+tokenizers>=0.15.0
 TorchCRF==1.1.0
 
 # Computer Vision
@@ -25,6 +26,3 @@ Pillow==10.1.0
 # Scientific Computing
 numpy==1.24.3
 scipy==1.11.4
-
-# Utilities - Remove strict version pin to let pip resolve
-huggingface-hub>=0.16.4,<1.0